From efd042b0e0e64f1aec59be2327b195109b87bb79 Mon Sep 17 00:00:00 2001 From: Frank Xu Date: Wed, 18 Feb 2026 16:22:33 -0500 Subject: [PATCH] update RQs --- RQs/RQ0/RQ0_1_results_normalization.ipynb | 2 +- RQs/RQ0/RQ0_2_app_level_aggregation.ipynb | 2 +- RQs/RQ0/RQ0_3_corpus_level_aggreation.ipynb | 2 +- RQs/RQ2/RQ2_search_space_reduction.tex | 31 +++ RQs/RQ2/RQ2_search_space_reduction_gpt4o.tex | 4 - RQs/RQ2/RQ2_t6_0_total_columns.ipynb | 6 +- RQs/RQ2/app_total_columns.csv | 18 +- RQs/RQ3/RQ3_t7_corpus_level_Recall_Perc.ipynb | 12 +- RQs/RQ4/RQ4_t11.ipynb | 232 ++++++++++++++++ RQs/RQ4/RQ4_t12.ipynb | 253 ++++++++++++++++++ .../ground_truth/app_level/app_level.jsonl | 50 ++++ .../corpus_level/corpus_level.jsonl | 5 + .../db_level/PII_A1_commerce.jsonl | 10 +- .../db_level/PII_A1_msgstore.jsonl | 10 +- .../ground_truth/db_level/PII_A1_wa.jsonl | 10 +- .../ground_truth/db_level/PII_A2_core.jsonl | 10 +- .../db_level/PII_A2_journal.jsonl | 10 +- .../ground_truth/db_level/PII_A2_main.jsonl | 10 +- .../db_level/PII_A3_account1cache4.jsonl | 10 +- .../db_level/PII_A3_account2cache4.jsonl | 10 +- .../db_level/PII_A3_account3cache4.jsonl | 10 +- .../db_level/PII_A4_gmm_myplaces.jsonl | 10 +- .../db_level/PII_A4_gmm_storage.jsonl | 10 +- ...arononeil368@gmail.com_com.google_14.jsonl | 10 +- .../db_level/PII_A5_SBrowser.jsonl | 10 +- .../db_level/PII_A5_SBrowser2.jsonl | 10 +- .../db_level/PII_A5_searchengine.jsonl | 10 +- .../db_level/PII_I1_CallHistory.jsonl | 10 +- .../db_level/PII_I1_ChatStorage.jsonl | 10 +- .../db_level/PII_I1_ContactsV2.jsonl | 10 +- .../db_level/PII_I2_AddressBook.jsonl | 10 +- .../db_level/PII_I2_AddressBookImages.jsonl | 10 +- .../ground_truth/db_level/PII_I3_sms.jsonl | 10 +- .../db_level/PII_I4_CloudTabs.jsonl | 10 +- .../db_level/PII_I4_History.jsonl | 10 +- .../db_level/PII_I5_Calendar.jsonl | 10 +- .../ground_truth/db_level/PII_I5_Extras.jsonl | 10 +- RQs/usenixsecurity2026.pdf | Bin 346295 -> 0 bytes 38 files changed, 716 insertions(+), 151 deletions(-) create mode 100644 RQs/RQ2/RQ2_search_space_reduction.tex create mode 100644 RQs/RQ4/RQ4_t11.ipynb create mode 100644 RQs/RQ4/RQ4_t12.ipynb delete mode 100644 RQs/usenixsecurity2026.pdf diff --git a/RQs/RQ0/RQ0_1_results_normalization.ipynb b/RQs/RQ0/RQ0_1_results_normalization.ipynb index 835f14f..297b306 100644 --- a/RQs/RQ0/RQ0_1_results_normalization.ipynb +++ b/RQs/RQ0/RQ0_1_results_normalization.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "id": "c2d824a6", "metadata": {}, "outputs": [ diff --git a/RQs/RQ0/RQ0_2_app_level_aggregation.ipynb b/RQs/RQ0/RQ0_2_app_level_aggregation.ipynb index b1ebea2..c001442 100644 --- a/RQs/RQ0/RQ0_2_app_level_aggregation.ipynb +++ b/RQs/RQ0/RQ0_2_app_level_aggregation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "id": "234eed3f", "metadata": {}, "outputs": [ diff --git a/RQs/RQ0/RQ0_3_corpus_level_aggreation.ipynb b/RQs/RQ0/RQ0_3_corpus_level_aggreation.ipynb index b34b407..3b4a89c 100644 --- a/RQs/RQ0/RQ0_3_corpus_level_aggreation.ipynb +++ b/RQs/RQ0/RQ0_3_corpus_level_aggreation.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "id": "234eed3f", "metadata": {}, "outputs": [ diff --git a/RQs/RQ2/RQ2_search_space_reduction.tex b/RQs/RQ2/RQ2_search_space_reduction.tex new file mode 100644 index 0000000..b8feafe --- /dev/null +++ b/RQs/RQ2/RQ2_search_space_reduction.tex @@ -0,0 +1,31 @@ +\begin{table}[th] +\centering +\caption{Reduction of effective extraction space via hypothesis-driven planning. Total candidate columns are counted over all tables in the selected databases for each application, while reductions correspond to columns exhaustively scanned during row-level PII extraction.} +\label{tab:search_space_reduction} +\small +\begin{tabular}{|l|l|p{1.3cm}|p{1.7cm}|p{1.0cm}|} +\hline +\textbf{ID} & \textbf{Apps} & \textbf{Candidate Cols (Total)} & \textbf{Cols Scanned (Extraction)} & \textbf{Reduc. (\%)} \\ +\hline +A1 & WhatsApp & 1627 & 40 & 97.54\% \\ +\hline +A2 & Snapchat & 842 & 161 & 80.88\% \\ +\hline +A3 & Telegram & 1197 & 0 & 100.00\% \\ +\hline +A4 & Google Maps & 71 & 2 & 97.18\% \\ +\hline +A5 & Samsung Internet & 173 & 43 & 75.14\% \\ +\hline +I1 & WhatsApp & 328 & 44 & 86.59\% \\ +\hline +I2 & Contacts & 219 & 17 & 92.24\% \\ +\hline +I3 & Apple Messages & 181 & 39 & 78.45\% \\ +\hline +I4 & Safari & 72 & 0 & 100.00\% \\ +\hline +I5 & Calendar & 539 & 35 & 93.51\% \\ +\hline +\end{tabular} +\end{table} \ No newline at end of file diff --git a/RQs/RQ2/RQ2_search_space_reduction_gpt4o.tex b/RQs/RQ2/RQ2_search_space_reduction_gpt4o.tex index 79b7116..c76754d 100644 --- a/RQs/RQ2/RQ2_search_space_reduction_gpt4o.tex +++ b/RQs/RQ2/RQ2_search_space_reduction_gpt4o.tex @@ -27,9 +27,5 @@ I4 & Safari & 74 & 0 & 100.00\% \\ \hline I5 & Calendar & 541 & 0 & 100.00\% \\ \hline -test2 & test2 & 12 & 0 & 100.00\% \\ -\hline -users & users & 3 & 0 & 100.00\% \\ -\hline \end{tabular} \end{table} \ No newline at end of file diff --git a/RQs/RQ2/RQ2_t6_0_total_columns.ipynb b/RQs/RQ2/RQ2_t6_0_total_columns.ipynb index b5f529c..0c733f4 100644 --- a/RQs/RQ2/RQ2_t6_0_total_columns.ipynb +++ b/RQs/RQ2/RQ2_t6_0_total_columns.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "id": "2c488f9e", "metadata": {}, "outputs": [ @@ -10,7 +10,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Wrote: C:\\Users\\cyfij\\OneDrive\\Desktop\\DFRWS 2026\\Agent\\RQs\\RQ2\\app_total_columns.csv\n" + "Wrote: I:\\project2026\\llmagent\\RQs\\RQ2\\app_total_columns.csv\n" ] } ], @@ -188,7 +188,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.14.0" + "version": "3.10.18" } }, "nbformat": 4, diff --git a/RQs/RQ2/app_total_columns.csv b/RQs/RQ2/app_total_columns.csv index 780b209..39cb464 100644 --- a/RQs/RQ2/app_total_columns.csv +++ b/RQs/RQ2/app_total_columns.csv @@ -1,13 +1,11 @@ app_code,app_name,total_columns -A1,WhatsApp,1637 -A2,Snapchat,848 +A1,WhatsApp,1627 +A2,Snapchat,842 A3,Telegram,1197 -A4,Google Maps,80 -A5,Samsung Internet,185 +A4,Google Maps,71 +A5,Samsung Internet,173 I1,WhatsApp,328 -I2,Contacts,13 -I3,Apple Messages,186 -I4,Safari,74 -I5,Calendar,541 -test2,test2,12 -users,users,3 +I2,Contacts,219 +I3,Apple Messages,181 +I4,Safari,72 +I5,Calendar,539 diff --git a/RQs/RQ3/RQ3_t7_corpus_level_Recall_Perc.ipynb b/RQs/RQ3/RQ3_t7_corpus_level_Recall_Perc.ipynb index 5717205..c6044d1 100644 --- a/RQs/RQ3/RQ3_t7_corpus_level_Recall_Perc.ipynb +++ b/RQs/RQ3/RQ3_t7_corpus_level_Recall_Perc.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "234eed3f", "metadata": {}, "outputs": [ @@ -17,15 +17,15 @@ "\\textbf{Recall} &\n", "\\textbf{Precision} \\\\\n", "\\hline\n", - "Email Address & 10 & 10 & 10 & 100.0\\% & 100.0\\% \\\\\n", + "Email Address & 15 & 16 & 15 & 100.0\\% & 93.8\\% \\\\\n", "\\hline\n", - "Phone Number & 1050 & 801 & 225 & 21.4\\% & 28.1\\% \\\\\n", + "Phone Number & 1051 & 1184 & 734 & 69.8\\% & 62.0\\% \\\\\n", "\\hline\n", - "User Name & 85 & 751 & 8 & 9.4\\% & 1.1\\% \\\\\n", + "User Name & 3446 & 1234 & 1232 & 35.8\\% & 99.8\\% \\\\\n", "\\hline\n", - "Person Name & 909 & 787 & 783 & 86.1\\% & 99.5\\% \\\\\n", + "Person Name & 1134 & 2157 & 1087 & 95.9\\% & 50.4\\% \\\\\n", "\\hline\n", - "Postal Address & 2 & 2 & 2 & 100.0\\% & 100.0\\% \\\\\n", + "Postal Address & 21 & 2 & 2 & 9.5\\% & 100.0\\% \\\\\n", "\\hline\n" ] } diff --git a/RQs/RQ4/RQ4_t11.ipynb b/RQs/RQ4/RQ4_t11.ipynb new file mode 100644 index 0000000..92fb327 --- /dev/null +++ b/RQs/RQ4/RQ4_t11.ipynb @@ -0,0 +1,232 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "ebe9dbb1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\\begin{table*}\n", + "\\centering\n", + "\\small\n", + "\\caption{Distribution of distinct PII entities discovered across evaluated methods and PII categories.}\n", + "\\label{tab:model_yield}\n", + "\\begin{tabular}{|l|l|l|l|l|l|l|l|}\n", + "\\hline\n", + "\\multicolumn{2}{|c|}{\\textbf{Method/LLM}} & \\textbf{Email} & \\textbf{Phone} & \\textbf{User Name} & \\textbf{Real Name} & \\textbf{Precision} & \\textbf{Recall} \\\\\n", + "\\hline\n", + "Gemini-2.5-Pro & 88.4\\% & 10 & 791 & 1664 & 1076 & 76.50\\% & 49.03\\% \\\\\n", + "\\hline\n", + "GPT-3.5-Turbo & xx & 4 & 13 & 0 & 276 & 24.23\\% & 1.29\\% \\\\\n", + "\\hline\n", + "GPT-4.1 & xx & 1289 & 680 & 531 & 683 & 33.30\\% & 19.19\\% \\\\\n", + "\\hline\n", + "GPT-4o-mini & 82.0\\% & 14 & 22 & 875 & 1928 & 39.98\\% & 20.54\\% \\\\\n", + "\\hline\n", + "GPT-5.1 & xx & 16 & 1184 & 1234 & 2154 & 51.20\\% & 42.52\\% \\\\\n", + "\\hline\n", + "LLaMA-3.1-8B-Instruct & xx & 0 & 0 & 2 & 15 & 88.24\\% & 0.27\\% \\\\\n", + "\\hline\n", + "LLaMA-3.1-70B-Instruct & xx & 6 & 6 & 34 & 15 & 39.34\\% & 0.43\\% \\\\\n", + "\\hline\n", + "Mistral-Large & xx & 2 & 989 & 2121 & 1 & 59.56\\% & 33.56\\% \\\\\n", + "\\hline\n", + "Mixtral-8x7B & xx & 6 & 6 & 2302 & 98 & 48.34\\% & 21.10\\% \\\\\n", + "\\hline\n", + "Mixtral-8x22B & xx & 0 & 6 & 58 & 15 & 25.32\\% & 0.36\\% \\\\\n", + "\\hline\n", + "Qwen2.5-72B & 82.3\\% & 961 & 45 & 528 & 1203 & 38.87\\% & 19.26\\% \\\\\n", + "\\hline\n", + "\\end{tabular}\n", + "\\end{table*}\n" + ] + } + ], + "source": [ + "import json\n", + "import re\n", + "from pathlib import Path\n", + "from typing import Dict, Set\n", + "\n", + "# =========================\n", + "# CONFIG\n", + "# =========================\n", + "\n", + "BASE_DIR = Path(r\"C:\\Users\\cyfij\\OneDrive\\Desktop\\DFRWS 2026\\Agent\\RQs\\normalized_results\")\n", + "\n", + "GT_PATH = BASE_DIR / \"ground_truth\" / \"corpus_level\" / \"corpus_level.jsonl\"\n", + "\n", + "METHODS = {\n", + " \"Gemini-2.5-Pro\": {\"path\": \"gemini_2_5_pro\", \"bm\": \"88.4\\\\%\"},\n", + " \"GPT-3.5-Turbo\": {\"path\": \"gpt_3_5_turbo\", \"bm\": \"xx\"},\n", + " \"GPT-4.1\": {\"path\": \"gpt_4_1\", \"bm\": \"xx\"},\n", + " \"GPT-4o-mini\": {\"path\": \"gpt_4o_mini\", \"bm\": \"82.0\\\\%\"},\n", + " \"GPT-5.1\": {\"path\": \"gpt_5_1\", \"bm\": \"xx\"},\n", + " \"LLaMA-3.1-8B-Instruct\": {\"path\": \"llama_3_1_8b\", \"bm\": \"xx\"},\n", + " \"LLaMA-3.1-70B-Instruct\": {\"path\": \"llama_3_1_70b\", \"bm\": \"xx\"},\n", + " \"Mistral-Large\": {\"path\": \"mistral_large\", \"bm\": \"xx\"},\n", + " \"Mixtral-8x7B\": {\"path\": \"mixtral_8x7b\", \"bm\": \"xx\"},\n", + " \"Mixtral-8x22B\": {\"path\": \"mixtral_8x22b\", \"bm\": \"xx\"},\n", + " \"Qwen2.5-72B\": {\"path\": \"qwen_2_5_72b\", \"bm\": \"82.3\\\\%\"},\n", + "}\n", + "\n", + "PII_ORDER = [\"EMAIL\", \"PHONE\", \"USERNAME\", \"PERSON_NAME\"]\n", + "\n", + "# =========================\n", + "# CANONICALIZATION\n", + "# =========================\n", + "\n", + "def canonicalize(val: str, pii_type: str) -> str:\n", + " val = val.strip()\n", + "\n", + " if pii_type == \"EMAIL\":\n", + " return val.lower()\n", + "\n", + " if pii_type == \"PHONE\":\n", + " plus = val.startswith(\"+\")\n", + " digits = re.sub(r\"\\D\", \"\", val)\n", + " return \"+\" + digits if plus else digits\n", + "\n", + " if pii_type in {\"USERNAME\", \"PERSON_NAME\"}:\n", + " val = val.lower()\n", + " val = re.sub(r\"\\b(mr|ms|mrs|dr|prof)\\.?\\b\", \"\", val)\n", + " val = re.sub(r\"[^\\w\\s]\", \"\", val)\n", + " val = re.sub(r\"\\s+\", \" \", val)\n", + " return val.strip()\n", + "\n", + " return val\n", + "\n", + "\n", + "# =========================\n", + "# LOAD CORPUS\n", + "# =========================\n", + "\n", + "def load_corpus(path: Path) -> Dict[str, Set[str]]:\n", + " data = {t: set() for t in PII_ORDER}\n", + " if not path.exists():\n", + " return data\n", + "\n", + " with path.open(\"r\", encoding=\"utf-8\") as f:\n", + " for line in f:\n", + " rec = json.loads(line)\n", + " pii_type = (rec.get(\"PII_type\") or \"\").upper()\n", + " if pii_type not in PII_ORDER:\n", + " continue\n", + "\n", + " vals = rec.get(\"PII_unique\") or rec.get(\"PII_all\") or []\n", + " canon_vals = {\n", + " canonicalize(v, pii_type)\n", + " for v in vals\n", + " if isinstance(v, str) and v.strip()\n", + " }\n", + "\n", + " data[pii_type].update(canon_vals)\n", + "\n", + " return data\n", + "\n", + "# =========================\n", + "# LOAD GT\n", + "# =========================\n", + "\n", + "GT = load_corpus(GT_PATH)\n", + "\n", + "# =========================\n", + "# COMPUTE TABLE\n", + "# =========================\n", + "\n", + "rows = []\n", + "\n", + "for name, info in METHODS.items():\n", + "\n", + " corpus_path = BASE_DIR / info[\"path\"] / \"corpus_level\" / \"corpus_level.jsonl\"\n", + " SYS = load_corpus(corpus_path)\n", + "\n", + " total_sys = 0\n", + " total_gt = 0\n", + " total_overlap = 0\n", + " counts = {}\n", + "\n", + " for t in PII_ORDER:\n", + "\n", + " gt_set = GT[t]\n", + " sys_set = SYS[t]\n", + "\n", + " counts[t] = len(sys_set)\n", + "\n", + " overlap = gt_set.intersection(sys_set)\n", + "\n", + " total_sys += len(sys_set)\n", + " total_gt += len(gt_set)\n", + " total_overlap += len(overlap)\n", + "\n", + " precision = (total_overlap / total_sys) if total_sys else 0.0\n", + " recall = (total_overlap / total_gt) if total_gt else 0.0\n", + "\n", + " rows.append((\n", + " name,\n", + " info[\"bm\"],\n", + " counts[\"EMAIL\"],\n", + " counts[\"PHONE\"],\n", + " counts[\"USERNAME\"],\n", + " counts[\"PERSON_NAME\"],\n", + " f\"{precision*100:.2f}\\\\%\",\n", + " f\"{recall*100:.2f}\\\\%\",\n", + " ))\n", + "\n", + "# =========================\n", + "# EMIT LATEX\n", + "# =========================\n", + "\n", + "print(r\"\\begin{table*}\")\n", + "print(r\"\\centering\")\n", + "print(r\"\\small\")\n", + "print(r\"\\caption{Distribution of distinct PII entities discovered across evaluated methods and PII categories.}\")\n", + "print(r\"\\label{tab:model_yield}\")\n", + "print(r\"\\begin{tabular}{|l|l|l|l|l|l|l|l|}\")\n", + "print(r\"\\hline\")\n", + "print(r\"\\multicolumn{2}{|c|}{\\textbf{Method/LLM}} & \\textbf{Email} & \\textbf{Phone} & \\textbf{User Name} & \\textbf{Real Name} & \\textbf{Precision} & \\textbf{Recall} \\\\\")\n", + "print(r\"\\hline\")\n", + "\n", + "for r in rows:\n", + " print(\" & \".join(map(str, r)) + r\" \\\\\")\n", + " print(r\"\\hline\")\n", + "\n", + "print(r\"\\end{tabular}\")\n", + "print(r\"\\end{table*}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "07108960", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.14.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/RQs/RQ4/RQ4_t12.ipynb b/RQs/RQ4/RQ4_t12.ipynb new file mode 100644 index 0000000..c373abb --- /dev/null +++ b/RQs/RQ4/RQ4_t12.ipynb @@ -0,0 +1,253 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "03fbbc9f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CSV path: C:\\Users\\cyfij\\OneDrive\\Desktop\\DFRWS 2026\\Agent\\RQs\\RQ2\\app_total_columns.csv\n", + "Exists: True\n", + "Using BASE_DIR: C:\\Users\\cyfij\\OneDrive\\Desktop\\DFRWS 2026\\Agent\\RQs\n", + "Using CSV: C:\\Users\\cyfij\\OneDrive\\Desktop\\DFRWS 2026\\Agent\\RQs\\RQ2\\app_total_columns.csv\n", + "CSV exists: True\n", + "\\begin{tabular}{|l|p{1.4cm}|p{1.8cm}|}\n", + "\\hline\n", + "\\textbf{Method/LLM} &\n", + "\\textbf{Avg. Cols Examined} &\n", + "\\textbf{Avg. Search Space Reduc.} \\\\\n", + "\\hline\n", + "bulk\\_extractor-v1.6 (baseline) & NA & 0.0\\% \\\\\n", + "\\hline\n", + "GPT-4o-mini & 9.1 & 85.0\\% \\\\\n", + "\\hline\n", + "Gemini-2.5-Pro & 0 & 100.0\\% \\\\\n", + "\\hline\n", + "Qwen2.5-72B & 31.5 & 41.2\\% \\\\\n", + "\\hline\n", + "LLaMA-3.1-70B-Instruct & 1 & 97.5\\% \\\\\n", + "\\hline\n", + "LLaMA-3.1-8B-Instruct & 0.4 & 99.9\\% \\\\\n", + "\\hline\n", + "Mixtral-8x22B & 3.2 & 90.3\\% \\\\\n", + "\\hline\n", + "Mixtral-8x7B & 2.6 & 97.2\\% \\\\\n", + "\\hline\n", + "Mistral-Large & 24.9 & 75.6\\% \\\\\n", + "\\hline\n", + "GPT-5.1 & 29.9 & 81.0\\% \\\\\n", + "\\hline\n", + "GPT-4.1 & 20.5 & 69.7\\% \\\\\n", + "\\hline\n", + "GPT-3.5-turbo & 2.8 & 98.6\\% \\\\\n", + "\\hline\n", + "\\end{tabular}\n" + ] + } + ], + "source": [ + "import json\n", + "import csv\n", + "from pathlib import Path\n", + "from statistics import mean\n", + "\n", + "# -------------------------------------------------\n", + "# Auto-detect project root (Agent directory)\n", + "# -------------------------------------------------\n", + "BASE_DIR = Path(r\"C:\\Users\\cyfij\\OneDrive\\Desktop\\DFRWS 2026\\Agent\\RQs\")\n", + "\n", + "\n", + "CANDIDATE_CSV = BASE_DIR / \"RQ2\" / \"app_total_columns.csv\"\n", + "\n", + "print(\"CSV path:\", CANDIDATE_CSV)\n", + "print(\"Exists:\", CANDIDATE_CSV.exists())\n", + "\n", + "\n", + "print(\"Using BASE_DIR:\", BASE_DIR)\n", + "print(\"Using CSV:\", CANDIDATE_CSV)\n", + "print(\"CSV exists:\", CANDIDATE_CSV.exists())\n", + "\n", + "# -------------------------------------------------\n", + "# MODELS\n", + "# -------------------------------------------------\n", + "MODELS = {\n", + " \"gpt_4o_mini\": \"GPT-4o-mini\",\n", + " \"gemini_2_5_pro\": \"Gemini-2.5-Pro\",\n", + " \"qwen_2_5_72b\": \"Qwen2.5-72B\",\n", + " \"llama_3_1_70b\": \"LLaMA-3.1-70B-Instruct\",\n", + " \"llama_3_1_8b\": \"LLaMA-3.1-8B-Instruct\",\n", + " \"mixtral_8x22b\": \"Mixtral-8x22B\",\n", + " \"mixtral_8x7b\": \"Mixtral-8x7B\",\n", + " \"mistral_large\": \"Mistral-Large\",\n", + " \"gpt_5_1\": \"GPT-5.1\",\n", + " \"gpt_4_1\": \"GPT-4.1\",\n", + " \"gpt_3_5_turbo\": \"GPT-3.5-turbo\",\n", + "}\n", + "\n", + "# -------------------------------------------------\n", + "# Load candidate totals per app\n", + "# CSV must contain columns:\n", + "# app_code,total_columns\n", + "# -------------------------------------------------\n", + "def load_candidate_totals(csv_path):\n", + " totals = {}\n", + " with open(csv_path, newline=\"\", encoding=\"utf-8\") as f:\n", + " reader = csv.DictReader(f)\n", + " for row in reader:\n", + " app = row.get(\"app_code\")\n", + " total = row.get(\"total_columns\")\n", + " if app and total:\n", + " totals[app] = int(total)\n", + " return totals\n", + "\n", + "\n", + "# -------------------------------------------------\n", + "# Load scanned columns per app\n", + "# From normalized_results//app_level/app_level.jsonl\n", + "# -------------------------------------------------\n", + "def load_scanned_cols(app_level_jsonl: Path):\n", + " \"\"\"\n", + " Reads app_level.jsonl (corpus/app-level format).\n", + "\n", + " Your format:\n", + " {\n", + " \"db_path\": \"selectedDBs\\\\A1\",\n", + " ...\n", + " \"Num_of_source_columns_unique\": 29\n", + " }\n", + "\n", + " Returns:\n", + " { \"A1\": scanned_columns }\n", + " \"\"\"\n", + "\n", + " scanned = {}\n", + "\n", + " with app_level_jsonl.open(\"r\", encoding=\"utf-8\") as f:\n", + " for line in f:\n", + " line = line.strip()\n", + " if not line:\n", + " continue\n", + "\n", + " rec = json.loads(line)\n", + "\n", + " # ---- Extract app from db_path ----\n", + " db_path = rec.get(\"db_path\", \"\")\n", + " if not db_path:\n", + " continue\n", + "\n", + " app = Path(db_path).name # \"A1\"\n", + "\n", + " # ---- Use UNIQUE count for efficiency ----\n", + " n = rec.get(\"Num_of_source_columns_unique\")\n", + " if n is None:\n", + " n = rec.get(\"Num_of_source_columns\", 0)\n", + "\n", + " try:\n", + " n = int(n)\n", + " except:\n", + " n = 0\n", + "\n", + " # Keep maximum seen per app\n", + " scanned[app] = max(scanned.get(app, 0), n)\n", + "\n", + " return scanned\n", + "\n", + "\n", + "\n", + "\n", + "# -------------------------------------------------\n", + "# Main computation\n", + "# -------------------------------------------------\n", + "candidate_totals = load_candidate_totals(CANDIDATE_CSV)\n", + "\n", + "results = []\n", + "\n", + "for slug, display_name in MODELS.items():\n", + "\n", + " app_jsonl = (\n", + " BASE_DIR\n", + " / \"normalized_results\"\n", + " / slug\n", + " / \"app_level\"\n", + " / \"app_level.jsonl\"\n", + " )\n", + "\n", + " if not app_jsonl.exists():\n", + " results.append((display_name, \"xx\", \"xx\"))\n", + " continue\n", + "\n", + " scanned_cols = load_scanned_cols(app_jsonl)\n", + "\n", + " examined_vals = []\n", + " reduction_vals = []\n", + "\n", + " for app, total_cols in candidate_totals.items():\n", + "\n", + " scanned = scanned_cols.get(app, 0)\n", + " examined_vals.append(scanned)\n", + "\n", + " if total_cols > 0:\n", + " reduction = 1 - (scanned / total_cols)\n", + " reduction_vals.append(reduction)\n", + "\n", + " if examined_vals and reduction_vals:\n", + " avg_examined = round(mean(examined_vals), 1)\n", + " avg_reduction = round(mean(reduction_vals) * 100, 1)\n", + " results.append((display_name, avg_examined, f\"{avg_reduction}\\\\%\"))\n", + " else:\n", + " results.append((display_name, \"xx\", \"xx\"))\n", + "\n", + "# -------------------------------------------------\n", + "# Print LaTeX table\n", + "# -------------------------------------------------\n", + "print(r\"\\begin{tabular}{|l|p{1.4cm}|p{1.8cm}|}\")\n", + "print(r\"\\hline\")\n", + "print(r\"\\textbf{Method/LLM} &\")\n", + "print(r\"\\textbf{Avg. Cols Examined} &\")\n", + "print(r\"\\textbf{Avg. Search Space Reduc.} \\\\\")\n", + "print(r\"\\hline\")\n", + "print(r\"bulk\\_extractor-v1.6 (baseline) & NA & 0.0\\% \\\\\")\n", + "print(r\"\\hline\")\n", + "\n", + "for name, cols, reduc in results:\n", + " print(f\"{name} & {cols} & {reduc} \\\\\\\\\")\n", + " print(r\"\\hline\")\n", + "\n", + "print(r\"\\end{tabular}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d17221d0", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.14.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/RQs/normalized_PII_results/ground_truth/app_level/app_level.jsonl b/RQs/normalized_PII_results/ground_truth/app_level/app_level.jsonl index e69de29..0c7f6ce 100644 --- a/RQs/normalized_PII_results/ground_truth/app_level/app_level.jsonl +++ b/RQs/normalized_PII_results/ground_truth/app_level/app_level.jsonl @@ -0,0 +1,50 @@ +{"db_path": "selectedDBs\\A1", "PII_type": "EMAIL", "PII_all": [], "PII_unique": [], "Num_of_PII_all": 0, "Num_of_PII_unique": 0, "source_columns": [], "Num_of_source_columns": 0, "Num_of_source_columns_unique": 0} +{"db_path": "selectedDBs\\A1", "PII_type": "PERSON_NAME", "PII_all": ["mary garcia", "jim anderson", "mary", "ms. mary", "benjamin", "miss mary", "jim", "ms. mary garcia", "professor jim", "mr jim", "prof. jim", "mr. jim", "prof.jim", "brian armstrong", "prof jim", "wilson", "prof. jim anderson", "gary", "michael saylor", "jennifer farer", "amy berman jackson", "mr. anderson", "mr. jim anderson", "prof. anderson", "professor anderson", "professor jim anderson", "honey", "rebeca", "laszlo hanyecz", "carlos", "frank", "peter gerry", "garcia", "ming", "jim mary", "ron desantis", "mr. wilson", "jimmy butler", "anderson", "abbas al qattan", "wife", "mark yusko", "my assistant", "mr . jim", "nen", "mr . anderson", "prof . jim anderson", "harvey jones", "jw verret", "sharon oneil", "6️⃣ bitcoin masters - jim investment team", "russ philby", "don wayne", "whalen", "mary garcia", "joey", "hank", "goldie kahn", "abe rudder", "svetlana chernoff", "karen tate", "brian reynolds", "vladamir stravinsky", "otto", "toks", "bo", "voice mail", "capt don wayne", "ltc whalen", "sheri's vlog"], "PII_unique": ["mary garcia", "jim anderson", "mary", "ms. mary", "benjamin", "miss mary", "jim", "ms. mary garcia", "professor jim", "mr jim", "prof. jim", "mr. jim", "prof.jim", "brian armstrong", "prof jim", "wilson", "prof. jim anderson", "gary", "michael saylor", "jennifer farer", "amy berman jackson", "mr. anderson", "mr. jim anderson", "prof. anderson", "professor anderson", "professor jim anderson", "honey", "rebeca", "laszlo hanyecz", "carlos", "frank", "peter gerry", "garcia", "ming", "jim mary", "ron desantis", "mr. wilson", "jimmy butler", "anderson", "abbas al qattan", "wife", "mark yusko", "my assistant", "mr . jim", "nen", "mr . anderson", "prof . jim anderson", "harvey jones", "jw verret", "sharon oneil", "6️⃣ bitcoin masters - jim investment team", "russ philby", "don wayne", "whalen", "joey", "hank", "goldie kahn", "abe rudder", "svetlana chernoff", "karen tate", "brian reynolds", "vladamir stravinsky", "otto", "toks", "bo", "voice mail", "capt don wayne", "ltc whalen", "sheri's vlog"], "Num_of_PII_all": 70, "Num_of_PII_unique": 69, "source_columns": ["A1_msgstore.db:available_message_view.text_data", "A1_msgstore.db:message.text_data", "A1_msgstore.db:message_ftsv2.content", "A1_msgstore.db:message_ftsv2_content.c0content", "A1_msgstore.db:message_quoted.text_data", "A1_msgstore.db:message_system_value_change.old_data", "A1_msgstore.db:message_vcard.vcard", "A1_msgstore.db:props.value", "A1_wa.db:wa_address_book.display_name", "A1_wa.db:wa_address_book.given_name+family_name", "A1_wa.db:wa_address_book.sort_name", "A1_wa.db:wa_biz_profiles_linked_accounts_table.account_display_name", "A1_wa.db:wa_contacts.given_name+family_name", "A1_wa.db:wa_contacts.sort_name"], "Num_of_source_columns": 14, "Num_of_source_columns_unique": 14} +{"db_path": "selectedDBs\\A1", "PII_type": "PHONE", "PII_all": ["3188336425", "9106995488", "6467602090", "4244990541", "3346095713", "7622338037", "6263678865", "3238738927", "9199037779", "8085096467", "5713349815", "6263678865", "6106046786", "7034241981", "5715917168", "2065937224", "5713298742", "8624338328", "8056377243", "2028177932", "2025692832", "9735203731", "7423794330"], "PII_unique": ["3188336425", "9106995488", "6467602090", "4244990541", "3346095713", "7622338037", "6263678865", "3238738927", "9199037779", "8085096467", "5713349815", "6106046786", "7034241981", "5715917168", "2065937224", "5713298742", "8624338328", "8056377243", "2028177932", "2025692832", "9735203731", "7423794330"], "Num_of_PII_all": 23, "Num_of_PII_unique": 22, "source_columns": ["A1_msgstore.db:available_message_view.text_data", "A1_msgstore.db:message.text_data", "A1_msgstore.db:message_ftsv2.content", "A1_msgstore.db:message_ftsv2_content.c0content", "A1_msgstore.db:message_system_business_state.business_name", "A1_msgstore.db:message_vcard.vcard", "A1_wa.db:wa_address_book.number", "A1_wa.db:wa_contacts.number"], "Num_of_source_columns": 8, "Num_of_source_columns_unique": 8} +{"db_path": "selectedDBs\\A1", "PII_type": "POSTAL_ADDRESS", "PII_all": [], "PII_unique": [], "Num_of_PII_all": 0, "Num_of_PII_unique": 0, "source_columns": [], "Num_of_source_columns": 0, "Num_of_source_columns_unique": 0} +{"db_path": "selectedDBs\\A1", "PII_type": "USERNAME", "PII_all": ["dreamers", "12014946184", "12025692832", "12028177932", "12028275725", "12037188989", "12065937224", "12088549831", "12089234440", "12092759604", "12104598191", "12107693415", "12144349391", "12164180421", "12182030481", "12193011016", "12242691136", "12289349643", "12312851586", "12347552698", "12485951624", "12512653471", "12519578826", "12533985096", "12563428154", "12563481926", "12569600342", "12673489822", "12677187343", "12816587274", "12817444681", "13035026845", "13078281042", "13086550898", "13124682262", "13135550002", "13135550005", "13135550009", "13135550012", "13135550013", "13135550014", "13135550015", "13135550019", "13135550022", "13135550023", "13135550027", "13135550030", "13135550031", "13135550033", "13135550035", "13135550039", "13135550042", "13135550043", "13135550046", "13135550047", "13135550048", "13135550049", "13135550053", "13135550054", "13135550055", "13135550062", "13135550065", "13135550067", "13135550070", "13135550082", "13135550085", "13135550086", "13135550091", "13135550092", "13135550093", "13135550096", "13135550098", "13135550100", "13135550302", "13135550303", "13135550308", "13135550309", "13135550310", "13135550312", "13135550313", "13135550314", "13135550315", "13135550316", "13135550317", "13135550320", "13135550321", "13135550322", "13135550323", "13135550324", "13135550325", "13135550326", "13135550327", "13135550328", "13135550330", "13135550334", "13135550338", "13135559000", "13135559002", "13135559003", "13135559004", "13135559005", "13135559008", "13135559009", "13135559010", "13135559011", "13135559012", "13135559013", "13135559017", "13135559018", "13135559019", "13179120539", "13179380030", "13187237549", "13188336425", "13202417349", "13232178658", "13234051120", "13234459871", "13234851291", "13236779632", "13237429682", "13238260610", "13346095713", "13363929788", "13367064708", "13373930303", "13465929760", "13472319706", "13472347237", "13472909155", "13473001268", "13473104333", "13474564797", "13475168420", "13475880967", "13475936676", "13478787368", "13479516322", "13526015327", "13852401837", "13858310873", "14014191471", "14016489408", "14025048783", "14027821192", "14048864781", "14054665132", "14072702768", "14076006497", "14078215797", "14085991338", "14142101524", "14159910786", "14164479785", "14195158467", "14232189459", "14235022702", "14242362362", "14242363754", "14244990541", "14256244006", "14356776413", "14356776955", "14359905397", "14359905938", "14438380391", "14692785231", "14805990841", "14806561073", "14847577922", "15028019221", "15038471839", "15038640034", "15042332249", "15057175374", "15076217539", "15076975472", "15083061090", "15099617093", "15103146582", "15104844091", "15105924830", "15106214216", "15109340002", "15123879210", "15125224259", "15125713374", "15125716517", "15126553035", "15138765723", "15142645889", "15155235640", "15155259124", "15167789277", "15168005517", "15168799747", "15168886942", "15203295777", "15203555498", "15302068722", "15404237607", "15595540556", "15597596875", "15598199187", "15612890324", "15618035894", "15623286070", "15673433595", "15704602737", "15704977866", "15705409111", "15705947881", "15713298742", "15713349815", "15713480045", "15713559735", "15715446505", "15715646023", "15715917168", "15715980952", "15716062052", "15739197568", "16012070456", "16017304815", "16017809365", "16028162053", "16029186659", "16073820970", "16083350264", "16083597914", "16093461419", "16093505541", "16099336348", "16104573925", "16104835210", "16106046786", "16123546753", "16143169059", "16143683432", "16144467091", "16145003405", "16145921304", "16146225841", "16152891229", "16153625864", "16155107778", "16158818625", "16175941188", "16193489516", "16195989232", "16196379875", "16196503530", "16235229187", "16262906591", "16263678595", "16263678786", "16263678865", "16264191192", "16266766304", "16269778212", "16302169283", "16304122840", "16308639426", "16319973442", "16462411419", "16463319077", "16467602090", "16468012779", "16504166544", "16506848121", "16514436258", "16572062143", "16615243843", "16782038340", "16784370740", 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barnes", "mary copeland", "carlos carter", "andrea lee", "justin berry", "tyler anderson", "garrett sullivan", "douglas parker", "patty johnston", "yvonne kelley", "christine guzman", "michael leonard", "alexis shepherd", "anthony mullins", "laurie snyder", "heather mills", "jessica wilson", "daniel evans", "nicole james", "kelsey daniels", "sandra rodriguez", "brian marquez", "margaret porter", "jonathan garcia", "denise anderson", "melanie farrell", "charles kim", "melissa garcia", "robert spears", "krystal reed", "steven ho", "angela harris", "elizabeth harris", "wesley flores", "ian byrd", "philip jones", "connor sherman", "michelle scott", "kathy edwards", "benjamin mcbride", "lisa wu", "joe soto", "erin king", "robert moore", "megan ryan", "john cochran", "marvin cooper", "carl jackson", "andrea schmidt", "julie williams", "olivia foster", "trevor nunez", "garrett mckee", "doris page", "patrick perez", "yvonne powers", "susan george", "christine gonzales", "michael hampton", "alexis shaw", "anthony mitchell", "laurie miller", "theresa thomas", "john padilla", "joel rosario", "allison martinez", "daniel ellis", "nicholas villarreal", "kelly turner", "renee robertson", "brian johnson", "margaret donovan", "robyn savage", "jennifer meadows", "alyssa bentley", "debra kerr", "megan villanueva", "jennifer richards", "charles jacobson", "melissa crane", "aaron hanna", "sabrina woodard", "kristy oconnor", "steven moore", "angela freeman", "sherry lopez", "peter chung", "elizabeth dorsey", "wendy walker", "hunter hall", "michelle franklin", "colleen mason", "malik henry", "steven smith", "becky jones", "lisa santiago", "raymond potts", "jonathan price", "joe li", "david hardin", "patricia clark", "cameron compton", "martin stone", "andres johnson", "melinda osborn", "donna olson", "jason schroeder", "travis lopez", "gabrielle brock", "patricia mitchell", "susan meadows", "tara baker", "christine church", "michael guerrero", "alexis murphy", "anthony lee", "laurie frank", "theresa gallegos", "erin brown", "jerry doyle", "daniel austin", "nicholas tucker", "kelly blevins", "renee clarke", "marcus green", "brian daugherty", "diane powell", "dean torres", "megan silva", "jennifer rivera", "roberto sanchez", "charles armstrong", "melissa bonilla", "adam smith", "shawn steele", "andrew riley", "kristina garcia", "penny guerra", "elizabeth conley", "wendy horn", "holly perez", "colin weeks", "michael yang", "becky harris", "lisa patterson", "jonathon castro", "jo cunningham", "david green", "kimberly walsh", "john flores", "cameron brown", "martin noble", "raymond price", "julie adams", "amanda wells", "donald moon", "tracy johnson", "gabriel navarro", "nancy howard", "jennifer nelson", "michael gonzalez", "christina bush", "alexis moore", "anthony lawson", "lauren guerrero", "erika thompson", "jason mitchell", "daniel anderson", "keith boyer", "brian bass", "melinda walton", "dean lopez", "megan rich", "jennifer rodriguez", "charles andrews", "adrienne davis", "andrew miller", "kristin wheeler", "holly fletcher", "rachel perez", "elizabeth archer", "wendy harris", "penny bolton", "zachary anderson", "cindy cross", "michael walker", "stephanie williams", "barbara glass", "lisa morgan", "jimmy perez", "david erickson", "kim rice", "john stanton", "caitlin khan", "martin cowan", "amanda walton", "judith mills", "nancy singh", "donald estrada", "tony glass", "fred knight", "sara kane", "timothy baker", "michael ferguson", "christina robinson", "alexis castro", "heather green", "anthony hall", "laura torres", "erika levy", "jason davis", "dana reese", "nathan hill", "kevin garrison", "brent wilcox", "madeline archer", "stacy melendez", "roy crosby", "tiffany taylor", "dawn gallegos", "sharon garner", "megan newton", "susan hester", "jennifer rose", "chad hunt", "melissa anderson", "jason wilson", "andrew hood", "kristie torres", "rachel kelley", "stacey webster", "elaine peterson", "wayne berry", "peggy brooks", "christopher willis", "michael stone", "lisa moore", "teresa green", "austin fitzgerald", "jessica day", "david compton", "kevin woods", "bryan petersen", "mark sanchez", "amanda smith", "juan ross", "pamela douglas", "monique johnson", "frank orozco", "christopher roy", "michael clements", "rick (bigmoney) roll", "russell philby", "sharon 😍", "tracy", "hank", "abe rudder"], "PII_unique": ["chad hunt", "toni yu", "charles finley", "ronen engler", "john raynolds", "jonathan reyes", "johnny good", "russell philby", "abe rudder", "finn", "john reynolds", "colin dacopps", "lisena gocaj", "andy sieg", "howell", "yaliweisi", "abner", "andy schweichert", "brian arseneau", "virginia", "christian justiniano", "jim wilson", "virginia benton", "lisena", "jason", "sharon oneil", "job vizcarra", "robert elliott", "sultan", "emerick", "nia yuniar", "david wilson", "robechucks raul", "ella bella", "dick oscar", "charlie", "steven", "ameya joshi", "amiel williamson", "ashwin menon", "ajax edmiston", "eleazar lewden", "polly lucas", "lemuel glasgow", "bazel mcconnel", "william stevenson", "denice r allen", "leif fox", "william hopkins", "jonas bradley", "amit sharma", "brodie", "carlton", "ernesto torres cantú", "andy", "mr. andy", "anna malina", "rick", "otto", "reynolds", "sharon", "monica", "stephanie", "christian", "lisean", "mr. robechucks", "mr. robechucks raul", "mr robechucks", "thomas matthew crooks", "donald trump", "otto matik", "kathy fitzpatrick", "daniel white", "alex weber", "zachary powell", "amy chavez", "paul harris", "amanda parker", "diane simmons", "joel valenzuela", "wendy estrada", "sydney hall", "lisa ritter", "robert hutchinson", "taylor garrett", "joshua cole", "andrea smith", "nicole obrien", "jill carr", "cassandra barber", "heather baker", "scott jacobs", "donna bautista", "jason sanders", "cassandra dickerson", "julie hodges", "mark simmons", "david donaldson", "meghan jarvis", "blake goodwin", "natalie lindsey", "joshua mcdonald", "marilyn jones", "jacob taylor", "robert mccarthy", "randall taylor", "eric benson", "william cunningham", "catherine powers", "charles waller", "robert campbell", "anita morris", "jeremy armstrong", "katherine davis", "sarah lynch", "courtney james", "eugene farmer", "william acosta", "tony mederos", "marcus moore", "ed venture", "felicia berg", "tiffany rocha", "jennifer ibarra", "tyler ayala", "melissa diaz", "alan clay", "jeanette nunez", "kaitlyn anderson", "sue wilson", "david stanley", "patricia young", "bryan cox", "charles parker", "jeremy henderson", "tammy rowe", "chase collins", "julie barnes", "madison hill", "daniel richardson", "leon gallegos", "wanda ramirez", "micheal fischer", "carol johnson", "shawn barnes", "daniel lang", "jessica herring", "melvin estrada", "deanna roberts", "lindsey campbell", "mary khan", "beth chavez", "jennifer casey", "frank flores", "christina gonzales", "eric gardner", "alexandria gilbert", "charles anderson", "martha watson", "brian cross", "cristina camacho", "john guerrero", "kylie bradley", "william wang", "jennifer anderson", "taylor brock", "joanna howell", "elizabeth smith", "felicia lee", "heather martinez", "angela vazquez", "james lopez", "megan cardenas", "jonathan hernandez", "scott dunlap", "desiree gibson", "teresa cain", "jacob jones", "richard petersen", "jessica morris", "jonathan carr", "danny lowe", "david rodriguez", "kimberly christensen", "robert jordan", "breanna pittman", "joseph morris", "laura ross", "benjamin mendoza", "andrea bridges", "anthony becker", "thomas warner", "aaron williams", "deborah lee", "linda hickman", "frank thomas", "jeremiah washington", "michael castro", "ann snow", "sandra smith", "amanda rios", "curtis schaefer", "michael thomas", "kristen burns", "jennifer davis", "james mclaughlin", "randy pierce", "karen morris", "eric henry", "alexa mcdonald", "william franklin", "james gardner", "katherine carroll", "corey stafford", "erin molina", "clayton young", "thomas warren", "richard schultz", "jenna walsh", "david macdonald", "john parrish", "jamie orozco", "thomas hebert", "mary jones", "shelby tyler", "michele george", "laura baker", "susan hernandez", "katie fritz", "marco anderson", "jason cordova", "kathleen hughes", "andre riley", "tara cameron", "rebecca keith", "robert malone", "melissa sanchez", "melanie macias", "cynthia ramos", "leslie gonzales", "michelle hill", "brenda ashley", "joseph rodriguez", "susan mathis", "diane smith", "tara dennis", "stacey robinson", "kathleen randall", "gabriel lewis", "cheryl kennedy", "john jacobs", "matthew watson", "rebecca rush", "kevin patel", "carmen stephens", "emily coleman", "leslie henry", "andrea aguirre", "tristan diaz", "joshua miller", "bryan taylor", "eric meyer", "christopher gentry", "matthew caldwell", "jermaine padilla", "sarah johnson", "tiffany howard", "nicholas rodriguez", "jason nelson", "joshua schneider", "elizabeth white", "michael holmes", "michael franklin", "willie fleming", "rachel higgins", "jessica lopez", "john taylor", "rebecca arellano", "michael rosales", "pamela wong", "jay riley", "daniel martinez", "crystal potter", "dustin preston", "andrea cooper", "bethany thomas", "joshua nelson", "robert collins", "collin fry", "hailey dalton", "emily sanford", "susan cuevas", "rachel holloway", "kathleen booker", "jessica rose", "mary rice", "maria morris", "zachary brady", "ryan welch", "michael welch", "connor sandoval", "amber adkins", "timothy castro", "laura wilson", "chad brown", "alyssa hopkins", "cheryl sutton", "jodi serrano", "robin monroe", "jamie jones", "rachael hernandez", "jason patel", "kevin fry", "krista hicks", "brandon rivera", "priscilla willis", "nicholas reid", "jill williams", "nicole hunt", "amanda sanchez", "cynthia mendoza", "crystal james", "theresa knox", "david clark", "curtis sherman", "nicholas mitchell", "karl mccullough", "dennis morrison", "hailey gonzalez", "rachel singh", "william crane", "julie lee", "kerri butler", "mark barber", "sarah morgan", "emily thornton", "brian hernandez", "leah anderson", "tracey richards", "paula salas", "danielle williams", "sarah reid", "nicole boyd", "michelle barton", "timothy gonzalez", "joshua luna", "joanna joseph", "todd merritt", "louis chavez", "jerry gordon", "jill sherman", "ashley martinez", "deborah payne", "bradley moore", "susan smith", "robert turner", "james patton", "donna jackson", "brenda long", "teresa dillon", "laura riley", "beth ward", "michael west", "brian barr", "ruben munoz", "luis mejia", "nathan cole", "cynthia green", "lisa meyers", "kelly miller", "richard butler", "heather luna", "caitlyn smith", "kimberly smith", "frank cordova", "heather harvey", "michelle weaver", "joseph horn", "sarah camacho", "jacob johnson", "alison davidson", "jasmine white", "juan mccormick", "ryan poole", "tonya brady", "robert blair", "joseph white", "daniel young", "john wood", "johnathan johnson", "nicole murphy", "timothy martin", "victoria martin", "raven parrish", "russell watson", "michael fisher", "tina kaufman", "sherry flynn", "ronald davis", "scott davenport", "david peters", "lucas baker", "ruben smith", "daniel henderson", "cynthia mccann", "david martin", "lindsey andrews", "vicki yates", "natalie harrell", "anthony baker", "joshua rivera", "jessica carr", "briana carey", "anne bailey", "erika hall", "jennifer moreno", "monica simmons", "kevin jackson", "christopher taylor", "christy reyes", "austin contreras", "kevin scott", "anthony gonzalez", "alexander moore", "heather cantrell", "anthony ferguson", "laura hampton", "robert kane", "johnny hart", "erik brady", "jonathan sanchez", "jared sheppard", "nathan guerrero", "dana lynn", "katrina weaver", "thomas price", "tara walsh", "lynn reed", "brenda ferrell", "stacy hunter", "jose lopez", "john willis", "pamela richard", "taylor cameron", "david wu", "megan ballard", "shannon burns", "jennifer schneider", "melinda zhang", "cassandra sims", "robin peters", "andrew fox", "kristi diaz", "sara henry", "roy holden", "pedro faulkner", "edwin cantrell", "james walls", "yvette padilla", "michael snow", "christopher williams", "samantha grant", "lisa jones", "ashley whitehead", "david carson", "kevin todd", "thomas young", "mark rosales", "bryan johnson", "amanda miller", "juan hernandez", "todd ryan", "monique davis", "heather watson", "michael cisneros", "christopher stephens", "tammy walker", "heather campbell", "laura dean", "anthony dixon", "priscilla williams", "erica hall", "joy scott", "sarah jones", "natasha clements", "cynthia snow", "katherine jones", "lori williams", "chris rodriguez", "brandon wilkerson", "david watson", "maureen nichols", "shane peterson", "jennifer wade", "melinda wilson", "cassandra davis", "robin jones", "karen hendrix", "virginia frazier", "edward hammond", "haley russell", "william williams", "michael rogers", "christopher torres", "ashley wells", "lisa harrison", "jerry bell", "darrell christensen", "kevin owen", "mark mueller", "bruce hahn", "dominic fuller", "margaret anderson", "amanda cole", "tina mcdonald", "monique harrison", "ethan stewart", "michael chen", "christopher howell", "albert mcmahon", "laura burns", "heather johnson", "anthony bennett", "erica cunningham", "janet rice", "tiffany zavala", "samuel navarro", "cynthia morse", "kathryn galvan", "lori turner", "brandon ward", "john moore", "david taylor", "sean williams", "olivia hanson", "casey brown", "robert reed", "raymond sanders", "stephen bailey", "karen bailey", "victor wolf", "dylan wright", "hailey stewart", "william fuller", "paige russell", "michael norman", "christopher thomas", "ashley pham", "lisa haley", "jeremy ruiz", "danielle price", "kevin hill", "scott lester", "mark gould", "brooke walters", "diane roberts", "amanda andrews", "kristen graham", "tina hall", "monica sanchez", "erin rubio", "holly clark", "michael carroll", "christopher king", "albert robertson", "tanya evans", "annette fox", "larry franklin", "eric porter", "jamie perry", "timothy henderson", "cynthia lloyd", "joshua reed", "jennifer mack", "lori marsh", "brandon smith", "john leblanc", "sherry murray", "sean jacobs", "david richards", "matthew reyes", "sara johnson", "joel holmes", "carrie clark", "karen acevedo", "vickie shaw", "dylan fuller", "gloria robbins", "tamara wright", "michael moore", "christopher hansen", "karl thomas", "ashley jones", "lisa fox", "daniel wu", "matthew hutchinson", "sarah santos", "jeremy weeks", "mark garcia", "brianna campbell", "diana byrd", "melanie phillips", "donald black", "timothy miller", "destiny hobbs", "patricia owens", "jay mendoza", "michael brennan", "christopher nguyen", "alex jones", "anna patterson", "larry ali", "eric jimenez", "robert jones", "sonya howard", "nancy wise", "curtis reyes", "joshua oneal", "stanley white", "jeremiah little", "lori james", "brandon garza", "robin smith", "tanya nielsen", "sean chan", "david ramsey", "robert benson", "rhonda davis", "jill pacheco", "mason garrett", "carolyn white", "roberta blankenship", "raymond sanchez", "kaitlin porter", "amber snyder", "veronica reed", "samantha hill", "dustin ramirez", "gloria duncan", "tamara reilly", "jennifer harrington", "michael miller", "christina gardner", "joseph mcguire", "ashlee day", "lisa cooke", "daniel stevenson", "kenneth ruiz", "sarah pierce", "marissa farley", "brian stewart", "derek johnson", "alyssa williams", "joshua ayala", "molly neal", "derek lewis", "erin williamson", "jeffrey webb", "melissa sullivan", "cheryl jackson", "alexander benson", "ann nicholson", "lance edwards", "zachary parker", "eric evans", "jacob hunt", "mikayla anderson", "crystal huang", "joshua mullins", "lori gray", "bradley stewart", "david nelson", "matthew newman", "jerome morris", "mary mcdowell", "carolyn webb", "aaron gibson", "thomas brown", "amber thornton", "justin salinas", "vanessa schroeder", "paul long", "dustin hubbard", "george york", "suzanne jennings", "christopher carter", "michael meadows", "joseph harris", "alicia guzman", "antonio singh", "lisa brown", "jermaine mcclain", "oscar sullivan", "daniel simon", "nicole williams", "kenneth reed", "brian reynolds", "sarah lopez", "jennifer fields", "maria coleman", "derek dixon", "teresa meadows", "alyssa kerr", "dennis jackson", "patrick greene", "nina palmer", "melissa robinson", "charles thompson", "angela osborn", "manuel mcdonald", "zachary marsh", "eric curtis", "jacob hall", "joshua henry", "craig huff", "michelle stevens", "alison vasquez", "jeffrey mejia", "bradley riggs", "logan shaffer", "john barnes", "david mitchell", "megan richards", "norman clark", "carol smith", "amy brown", "justin parker", "dustin garrett", "tyler turner", "gary wiggins", "susan pratt", "jeffrey medina", "christine swanson", "michael mcdaniel", "leah wang", "anthony silva", "jessica diaz", "daniel moore", "nicole wells", "kimberly cohen", "sheri shaw", "brian nelson", "margaret vega", "alyssa houston", "joseph mckenzie", "dennis anderson", "mitchell rasmussen", "jennifer chandler", "melissa mclaughlin", "charles myers", "sheryl lozano", "angela lewis", "kyle morgan", "jacob crawford", "samantha hendrix", "elizabeth williams", "courtney olsen", "michelle snyder", "betty garcia", "theodore morales", "logan howard", "erin morton", "john ball", "david larsen", "matthew lucero", "jeremiah silva", "carol hernandez", "mary hahn", "roberto smith", "amy montgomery", "justin jimenez", "tyler lamb", "joseph downs", "gary walker", "douglas winters", "paul ellis", "susan phillips", "jeffrey ruiz", "christine soto", "michael mays", "alicia gregory", "leah santos", "jenny ramos", "anthony ray", "nicole richardson", "daniel jones", "kimberly hopkins", "sheila drake", "brian mora", "margaret price", "marcus thomas", "erin smith", "denise arias", "mike fleming", "jennifer cox", "charles munoz", "melissa jennings", "stephen koch", "angela lee", "krystal walters", "elizabeth moran", "william brown", "russell shepherd", "jacob brown", "phillip miller", "cory suarez", "michelle smith", "kathy adams", "benjamin moses", "lisa yoder", "sheila bonilla", "david king", "matthew lewis", "sean anderson", "jeremy barnes", "mary copeland", "carlos carter", "andrea lee", "justin berry", "tyler anderson", "garrett sullivan", "douglas parker", "patty johnston", "yvonne kelley", "christine guzman", "michael leonard", "alexis shepherd", "anthony mullins", "laurie snyder", "heather mills", "jessica wilson", "daniel evans", "nicole james", "kelsey daniels", "sandra rodriguez", "brian marquez", "margaret porter", "jonathan garcia", "denise anderson", "melanie farrell", "charles kim", "melissa garcia", "robert spears", "krystal reed", "steven ho", "angela harris", "elizabeth harris", "wesley flores", "ian byrd", "philip jones", "connor sherman", "michelle scott", "kathy edwards", "benjamin mcbride", "lisa wu", "joe soto", "erin king", "robert moore", "megan ryan", "john cochran", "marvin cooper", "carl jackson", "andrea schmidt", "julie williams", "olivia foster", "trevor nunez", "garrett mckee", "doris page", "patrick perez", "yvonne powers", "susan george", "christine gonzales", "michael hampton", "alexis shaw", "anthony mitchell", "laurie miller", "theresa thomas", "john padilla", "joel rosario", "allison martinez", "daniel ellis", "nicholas villarreal", "kelly turner", "renee robertson", "brian johnson", "margaret donovan", "robyn savage", "jennifer meadows", "alyssa bentley", "debra kerr", "megan villanueva", "jennifer richards", "charles jacobson", "melissa crane", "aaron hanna", "sabrina woodard", "kristy oconnor", "steven moore", "angela freeman", "sherry lopez", "peter chung", "elizabeth dorsey", "wendy walker", "hunter hall", "michelle franklin", "colleen mason", "malik henry", "steven smith", "becky jones", "lisa santiago", "raymond potts", "jonathan price", "joe li", "david hardin", "patricia clark", "cameron compton", "martin stone", "andres johnson", "melinda osborn", "donna olson", "jason schroeder", "travis lopez", "gabrielle brock", "patricia mitchell", "susan meadows", "tara baker", "christine church", "michael guerrero", "alexis murphy", "anthony lee", "laurie frank", "theresa gallegos", "erin brown", "jerry doyle", "daniel austin", "nicholas tucker", "kelly blevins", "renee clarke", "marcus green", "brian daugherty", "diane powell", "dean torres", "megan silva", "jennifer rivera", "roberto sanchez", "charles armstrong", "melissa bonilla", "adam smith", "shawn steele", "andrew riley", "kristina garcia", "penny guerra", "elizabeth conley", "wendy horn", "holly perez", "colin weeks", "michael yang", "becky harris", "lisa patterson", "jonathon castro", "jo cunningham", "david green", "kimberly walsh", "john flores", "cameron brown", "martin noble", "raymond price", "julie adams", "amanda wells", "donald moon", "tracy johnson", "gabriel navarro", "nancy howard", "jennifer nelson", "michael gonzalez", "christina bush", "alexis moore", "anthony lawson", "lauren guerrero", "erika thompson", "jason mitchell", "daniel anderson", "keith boyer", "brian bass", "melinda walton", "dean lopez", "megan rich", "jennifer rodriguez", "charles andrews", "adrienne davis", "andrew miller", "kristin wheeler", "holly fletcher", "rachel perez", "elizabeth archer", "wendy harris", "penny bolton", "zachary anderson", "cindy cross", "michael walker", "stephanie williams", "barbara glass", "lisa morgan", "jimmy perez", "david erickson", "kim rice", "john stanton", "caitlin khan", "martin cowan", "amanda walton", "judith mills", "nancy singh", "donald estrada", "tony glass", "fred knight", "sara kane", "timothy baker", "michael ferguson", "christina robinson", "alexis castro", "heather green", "anthony hall", "laura torres", "erika levy", "jason davis", "dana reese", "nathan hill", "kevin garrison", "brent wilcox", "madeline archer", "stacy melendez", "roy crosby", "tiffany taylor", "dawn gallegos", "sharon garner", "megan newton", "susan hester", "jennifer rose", "melissa anderson", 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peters", "lucas baker", "ruben smith", "daniel henderson", "cynthia mccann", "david martin", "lindsey andrews", "vicki yates", "natalie harrell", "colin dacopps", "anthony baker", "joshua rivera", "jessica carr", "briana carey", "anne bailey", "erika hall", "jennifer moreno", "monica simmons", "kevin jackson", "christopher taylor", "christy reyes", "austin contreras", "kevin scott", "anthony gonzalez", "alexander moore", "heather cantrell", "anthony ferguson", "laura hampton", "robert kane", "johnny hart", "erik brady", "jonathan sanchez", "jared sheppard", "nathan guerrero", "dana lynn", "katrina weaver", "thomas price", "tara walsh", "lynn reed", "brenda ferrell", "stacy hunter", "jose lopez", "john willis", "pamela richard", "taylor cameron", "david wu", "megan ballard", "shannon burns", "jennifer schneider", "melinda zhang", "cassandra sims", "robin peters", "andrew fox", "kristi diaz", "sara henry", "roy holden", "pedro faulkner", "edwin cantrell", "james walls", "yvette padilla", "michael snow", "christopher williams", "samantha grant", "lisa jones", "ashley whitehead", "david carson", "kevin todd", "thomas young", "mark rosales", "bryan johnson", "amanda miller", "juan hernandez", "todd ryan", "monique davis", "heather watson", "michael cisneros", "christopher stephens", "tammy walker", "heather campbell", "laura dean", "anthony dixon", "priscilla williams", "erica hall", "joy scott", "sarah jones", "natasha clements", "cynthia snow", "katherine jones", "lori williams", "chris rodriguez", "brandon wilkerson", "david watson", "maureen nichols", "shane peterson", "jennifer wade", "melinda wilson", "cassandra davis", "robin jones", "karen hendrix", "virginia frazier", "edward hammond", "haley russell", "william williams", "michael rogers", "christopher torres", "ashley wells", "lisa harrison", "jerry bell", "darrell christensen", "kevin owen", "mark mueller", "bruce hahn", "dominic fuller", "margaret anderson", "amanda cole", "tina mcdonald", "monique harrison", "ethan stewart", "michael chen", "christopher howell", "albert mcmahon", "laura burns", "heather johnson", "anthony bennett", "erica cunningham", "janet rice", "tiffany zavala", "samuel navarro", "cynthia morse", "kathryn galvan", "lori turner", "brandon ward", "john moore", "david taylor", "sean williams", "olivia hanson", "casey brown", "robert reed", "raymond sanders", "stephen bailey", "karen bailey", "victor wolf", "dylan wright", "hailey stewart", "william fuller", "paige russell", "michael norman", "christopher thomas", "ashley pham", "lisa haley", "jeremy ruiz", "danielle price", "kevin hill", "scott lester", "mark gould", "brooke walters", "diane roberts", "amanda andrews", "kristen graham", "tina hall", "monica sanchez", "erin rubio", "holly clark", "michael carroll", "christopher king", "albert robertson", "tanya evans", "annette fox", "larry franklin", "johnny good", "eric porter", "jamie perry", "timothy henderson", "cynthia lloyd", "joshua reed", "jennifer mack", "lori marsh", "brandon smith", "john leblanc", "sherry murray", "sean jacobs", "david richards", "matthew reyes", "sara johnson", "joel holmes", "carrie clark", "karen acevedo", "vickie shaw", "dylan fuller", "gloria robbins", "tamara wright", "michael moore", "christopher hansen", "karl thomas", "ashley jones", "lisa fox", "daniel wu", "matthew hutchinson", "sarah santos", "jeremy weeks", "mark garcia", "brianna campbell", "diana byrd", "melanie phillips", "donald black", "timothy miller", "destiny hobbs", "patricia owens", "jay mendoza", "michael brennan", "christopher nguyen", "alex jones", "anna patterson", "larry ali", "eric jimenez", "robert jones", "sonya howard", "nancy wise", "curtis reyes", "joshua oneal", "stanley white", "jeremiah little", "lori james", "brandon garza", "robin smith", "tanya nielsen", "sean chan", "david ramsey", "robert benson", "rhonda davis", "jill pacheco", "mason garrett", "carolyn white", "roberta blankenship", "raymond sanchez", "kaitlin porter", "amber snyder", "veronica reed", "samantha hill", "dustin ramirez", "gloria duncan", "tamara reilly", "jennifer harrington", "michael miller", "christina gardner", "joseph mcguire", "ashlee day", "lisa cooke", "daniel stevenson", "kenneth ruiz", "sarah pierce", "marissa farley", "brian stewart", "derek johnson", "alyssa williams", "joshua ayala", "molly neal", "derek lewis", "erin williamson", "jeffrey webb", "melissa sullivan", "cheryl jackson", "alexander benson", "ann nicholson", "lance edwards", "zachary parker", "eric evans", "jacob hunt", "mikayla anderson", "crystal huang", "joshua mullins", "lori gray", "bradley stewart", "david nelson", "matthew newman", "jerome morris", "mary mcdowell", "carolyn webb", "aaron gibson", "thomas brown", "amber thornton", "justin salinas", "vanessa schroeder", "paul long", "dustin hubbard", "george york", "suzanne jennings", "christopher carter", "michael meadows", "joseph harris", "alicia guzman", "antonio singh", "lisa brown", "jermaine mcclain", "oscar sullivan", "daniel simon", "nicole williams", "kenneth reed", "brian reynolds", "sarah lopez", "jennifer fields", "maria coleman", "derek dixon", "teresa meadows", "alyssa kerr", "dennis jackson", "patrick greene", "nina palmer", "melissa robinson", "charles thompson", "angela osborn", "manuel mcdonald", "zachary marsh", "jonathan reyes", "eric curtis", "jacob hall", "joshua henry", "craig huff", "michelle stevens", "alison vasquez", "jeffrey mejia", "bradley riggs", "logan shaffer", "john barnes", "david mitchell", "megan richards", "norman clark", "carol smith", "amy brown", "justin parker", "dustin garrett", "tyler turner", "gary wiggins", "susan pratt", "jeffrey medina", "christine swanson", "michael mcdaniel", "leah wang", "anthony silva", "jessica diaz", "daniel moore", "nicole wells", "kimberly cohen", "sheri shaw", "brian nelson", "margaret vega", "alyssa houston", "joseph mckenzie", "dennis anderson", "mitchell rasmussen", "jennifer chandler", "melissa mclaughlin", "charles myers", "sheryl lozano", "angela lewis", "kyle morgan", "jacob crawford", "samantha hendrix", "elizabeth williams", "courtney olsen", "michelle snyder", "betty garcia", "theodore morales", "logan howard", "erin morton", "john ball", "david larsen", "matthew lucero", "jeremiah silva", "carol hernandez", "mary hahn", "roberto smith", "amy montgomery", "justin jimenez", "tyler lamb", "joseph downs", "gary walker", "douglas winters", "paul ellis", "susan phillips", "jeffrey ruiz", "christine soto", "michael mays", "alicia gregory", "leah santos", "jenny ramos", "anthony ray", "nicole richardson", "daniel jones", "kimberly hopkins", "sheila drake", "brian mora", "margaret price", "marcus thomas", "erin smith", "denise arias", "mike fleming", "jennifer cox", "charles munoz", "melissa jennings", "stephen koch", "angela lee", "krystal walters", "elizabeth moran", "william brown", "russell shepherd", "jacob brown", "phillip miller", "cory suarez", "michelle smith", "kathy adams", "benjamin moses", "lisa yoder", "sheila bonilla", "david king", "matthew lewis", "sean anderson", "jeremy barnes", "mary copeland", "carlos carter", "andrea lee", "justin berry", "tyler anderson", "garrett sullivan", "douglas parker", "patty johnston", "yvonne kelley", "christine guzman", "michael leonard", "alexis shepherd", "anthony mullins", "laurie snyder", "heather mills", "jessica wilson", "daniel evans", "nicole james", "kelsey daniels", "sandra rodriguez", "brian marquez", "margaret porter", "jonathan garcia", "denise anderson", "melanie farrell", "charles kim", "melissa garcia", "robert spears", "krystal reed", "steven ho", "angela harris", "elizabeth harris", "wesley flores", "ian byrd", "philip jones", "connor sherman", "michelle scott", "kathy edwards", "benjamin mcbride", "lisa wu", "joe soto", "erin king", "robert moore", "megan ryan", "john cochran", "marvin cooper", "carl jackson", "andrea schmidt", "julie williams", "olivia foster", "trevor nunez", "garrett mckee", "doris page", "patrick perez", "yvonne powers", "susan george", "christine gonzales", "michael hampton", "alexis shaw", "anthony mitchell", "laurie miller", "theresa thomas", "john padilla", "joel rosario", "allison martinez", "daniel ellis", "nicholas villarreal", "kelly turner", "renee robertson", "brian johnson", "margaret donovan", "robyn savage", "jennifer meadows", "alyssa bentley", "debra kerr", "megan villanueva", "jennifer richards", "charles jacobson", "melissa crane", "aaron hanna", "sabrina woodard", "kristy oconnor", "steven moore", "angela freeman", "sherry lopez", "peter chung", "elizabeth dorsey", "wendy walker", "hunter hall", "michelle franklin", "colleen mason", "malik henry", "steven smith", "becky jones", "lisa santiago", "raymond potts", "jonathan price", "joe li", "david hardin", "patricia clark", "cameron compton", "martin stone", "andres johnson", "melinda osborn", "donna olson", "jason schroeder", "travis lopez", "gabrielle brock", "patricia mitchell", "susan meadows", "tara baker", "christine church", "michael guerrero", "alexis murphy", "anthony lee", "laurie frank", "theresa gallegos", "erin brown", "jerry doyle", "daniel austin", "nicholas tucker", "kelly blevins", "renee clarke", "marcus green", "brian daugherty", "diane powell", "dean torres", "megan silva", "jennifer rivera", "roberto sanchez", "charles armstrong", "melissa bonilla", "adam smith", "shawn steele", "andrew riley", "kristina garcia", "penny guerra", "elizabeth conley", "wendy horn", "holly perez", "colin weeks", "michael yang", "becky harris", "lisa patterson", "jonathon castro", "jo cunningham", "david green", "kimberly walsh", "john flores", "cameron brown", "martin noble", "raymond price", "julie adams", "amanda wells", "donald moon", "tracy johnson", "gabriel navarro", "nancy howard", "jennifer nelson", "michael gonzalez", "christina bush", "alexis moore", "anthony lawson", "lauren guerrero", "erika thompson", "jason mitchell", "daniel anderson", "keith boyer", "brian bass", "melinda walton", "dean lopez", "megan rich", "jennifer rodriguez", "charles andrews", "adrienne davis", "andrew miller", "kristin wheeler", "holly fletcher", "rachel perez", "elizabeth archer", "wendy harris", "penny bolton", "zachary anderson", "cindy cross", "michael walker", "stephanie williams", "barbara glass", "lisa morgan", "jimmy perez", "david erickson", "kim rice", "john stanton", "caitlin khan", "martin cowan", "amanda walton", "judith mills", "nancy singh", "donald estrada", "tony glass", "fred knight", "sara kane", "timothy baker", "michael ferguson", "christina robinson", "alexis castro", "heather green", "anthony hall", "laura torres", "erika levy", "jason davis", "dana reese", "nathan hill", "kevin garrison", "brent wilcox", "madeline archer", "stacy melendez", "roy crosby", "tiffany taylor", "dawn gallegos", "sharon garner", "megan newton", "susan hester", "jennifer rose", "chad hunt", "melissa anderson", "jason wilson", "andrew hood", "kristie torres", "rachel kelley", "stacey webster", "elaine peterson", "wayne berry", "peggy brooks", "christopher willis", "michael stone", "lisa moore", "teresa green", "austin fitzgerald", "jessica day", "david compton", "kevin woods", "bryan petersen", "mark sanchez", "amanda smith", "juan ross", "pamela douglas", "monique johnson", "frank orozco", "christopher roy", "michael clements", "rick (bigmoney) roll", "russell philby", "sharon 😍", "tracy", "hank", "abe rudder", "otto matik", "ronen engler", "john raynolds", "charles finley", "ed venture", "tony mederos", "colin dacopps", "carol johnson", "scott davenport", "bethany thomas", "taylor brock", "luis mejia", "jerry gordon", "ryan welch", "katherine davis", "julie lee", "john taylor", "jonathan hernandez", "diane simmons", "jennifer moreno", "natalie lindsey", "juan mccormick", "melissa diaz", "david macdonald", "michael west", "joel valenzuela", "david rodriguez", "donna bautista", "rachael hernandez", "andrea cooper", "natalie harrell", "leslie gonzales", "katie fritz", "caitlyn smith", "jill carr", "hailey gonzalez", "blake goodwin", "hailey dalton", "timothy martin", "eric benson", "sherry flynn", "joseph morris", "jessica rose", "ronald davis", "johnathan johnson", "susan smith", "mary jones", "william cunningham", "wanda ramirez", "robert campbell", "erin molina", "charles anderson", "breanna pittman", "christopher taylor", "richard butler", "joshua mcdonald", "rebecca rush", "marilyn jones", "courtney james", "timothy gonzalez", "kristen burns", "jill sherman", "ryan poole", "jeremy armstrong", "joshua schneider", "shelby tyler", "amanda rios", "danielle williams", "melanie macias", "susan hernandez", "michael holmes", "deborah lee", "pamela wong", "danny lowe", "michael castro", "catherine powers", "clayton young", "lindsey andrews", "michael franklin", "heather luna", "frank thomas", "felicia berg", "jessica morris", "kevin scott", "kathleen hughes", "linda hickman", "sue wilson", "michele george", "anthony becker", "joshua rivera", "curtis sherman", "kathy fitzpatrick", "rachel singh", "sarah camacho", "cheryl sutton", "james gardner", "robert jordan", "thomas hebert", "marcus moore", "elizabeth smith", "emily sanford", "alex weber", "kevin fry", "kelly miller", "teresa dillon", "collin fry", "robert hutchinson", "anita morris", "christy reyes", "chase collins", "emily thornton", "nicholas reid", "sarah reid", "brandon rivera", "randy pierce", "aaron williams", "william acosta", "robert turner", "benjamin mendoza", "tammy rowe", "ann snow", "vicki yates", "kaitlyn anderson", "brenda long", "erika hall", "frank cordova", "taylor garrett", "daniel henderson", "cynthia green", "nathan cole", "jeanette nunez", "james mclaughlin", "tara cameron", "eugene farmer", "john guerrero", "leslie henry", "cynthia ramos", "jennifer anderson", "alexa mcdonald", "jacob johnson", "tristan diaz", "ashley martinez", "heather baker", "joshua nelson", "andrea smith", "elizabeth white", "brian barr", "laura ross", "heather martinez", "rachel higgins", "scott jacobs", "robin monroe", "michael rosales", "meghan jarvis", "melissa sanchez", "jessica herring", "tyler ayala", "thomas warner", "deanna roberts", "stacey robinson", "kerri butler", "anne bailey", "diane smith", "micheal fischer", "kimberly christensen", "bryan taylor", "teresa cain", "julie barnes", "sarah morgan", "daniel white", "beth ward", "joshua miller", "jenna walsh", "tiffany rocha", "sarah johnson", "tara dennis", "madison hill", "michelle weaver", "david martin", "marco anderson", "donna jackson", "brenda ashley", "heather harvey", "laura wilson", "richard schultz", "susan cuevas", "priscilla willis", "daniel lang", "john parrish", "briana carey", "joseph horn", "crystal james", "chad brown", "victoria martin", "andre riley", "ruben munoz", "michael fisher", "thomas warren", "jonathan carr", "joanna joseph", "jamie orozco", "mark simmons", "matthew watson", "mary rice", "beth chavez", "nicole murphy", "amber adkins", "jeremy henderson", "lisa ritter", "leon gallegos", "louis chavez", "sydney hall", "richard petersen", "joshua cole", "dennis morrison", "andrea bridges", "wendy estrada", "nicole hunt", "nicole boyd", "jennifer davis", "alan clay", "jason sanders", "angela vazquez", "julie hodges", "rebecca arellano", "laura riley", "zachary powell", "mary khan", "randall taylor", "amanda sanchez", "daniel richardson", "susan mathis", "eric meyer", "mark barber", "kylie bradley", "paul harris", "tracey richards", "lucas baker", "gabriel lewis", "megan cardenas", "eric gardner", "jessica carr", "christopher gentry", "robert mccarthy", "patricia young", "scott dunlap", "jennifer casey", "shawn barnes", "nicholas rodriguez", "zachary brady", "tiffany howard", "anthony gonzalez", "joseph rodriguez", "frank flores", "jason cordova", "curtis schaefer", "john wood", "anthony baker", "alyssa hopkins", "daniel martinez", "crystal potter", "rachel holloway", "nicholas mitchell", "michael welch", "david donaldson", "todd merritt", "sarah lynch", "michelle barton", "laura baker", "corey stafford", "jill williams", "john jacobs", "lisa meyers", "jermaine padilla", "alison davidson", "cynthia mendoza", "kathleen randall", "daniel young", "tonya brady", "matthew caldwell", "dustin preston", "deborah payne", "david peters", "krista hicks", "bryan cox", "desiree gibson", "david clark", "robert blair", "joshua luna", "robert collins", "robert malone", "jeremiah washington", "willie fleming", "leah anderson", "maria morris", "carmen stephens", "jason nelson", "cassandra dickerson", "james patton", "ruben smith", "eric henry", "kathleen booker", "kimberly smith", "bradley moore", "david stanley", "jessica lopez", "amanda parker", "austin contreras", "cassandra barber", "toni yu", "charles waller", "kevin jackson", "christina gonzales", "monica simmons", "cheryl kennedy", "michelle hill", "jennifer ibarra", "jasmine white", "jamie jones", "amy chavez", "connor sandoval", "brian hernandez", "karl mccullough", "rebecca keith", "cynthia mccann", "emily coleman", "raven parrish", "william crane", "james lopez", "brian cross", "michael thomas", "paula salas", "joseph white", "karen morris", "joanna howell", "cristina camacho", "russell watson", "tina kaufman", "jodi serrano", "theresa knox", "charles parker", "alexandria gilbert", "jason patel", "lindsey campbell", "katherine carroll", "andrea aguirre", "felicia lee", "melvin estrada", "nicole obrien", "sandra smith", "william wang", "jacob taylor", "jacob jones", "timothy castro", "kevin patel", "jay riley", "william franklin", "martha watson", "andrew fox", "jason davis", "lisa brown", "david king", "michael meadows", "margaret anderson", "kelsey daniels", "casey brown", "mark mueller", "margaret porter", "michael snow", "kelly blevins", "james walls", "eric evans", "brian reynolds", "veronica reed", "daniel moore", "christopher howell", "charles jacobson", "jason wilson", "gary walker", "megan rich", "robert kane", "cheryl jackson", "sherry lopez", "brian mora", "mike fleming", "brandon smith", "erin rubio", "kristy oconnor", "matthew lucero", "michael norman", "albert robertson", "becky harris", "tina hall", "david mitchell", "john barnes", "alex jones", "derek lewis", "robyn savage", "tanya evans", "jacob crawford", "sheryl lozano", "sarah pierce", "daniel anderson", "theodore morales", "margaret price", "jermaine mcclain", "trevor nunez", "dustin ramirez", "christopher king", "david compton", "heather watson", "elaine peterson", "jessica diaz", "dana lynn", "renee clarke", "douglas winters", "jeremiah little", "dennis anderson", "christopher willis", "john willis", "zachary anderson", "jared sheppard", "daniel jones", "patricia owens", "martin noble", "lori marsh", "austin fitzgerald", "gary wiggins", "david richards", "stacy hunter", "cynthia lloyd", "tamara wright", "kristina garcia", "stacy melendez", "melanie phillips", "amy brown", "yvonne kelley", "michelle stevens", "jason mitchell", "paul ellis", "andrew riley", "melissa garcia", "laurie snyder", "roy crosby", "courtney olsen", "paige russell", "benjamin mcbride", "joel holmes", "erin king", "maria coleman", "ethan stewart", "carrie clark", "lisa santiago", "amber thornton", "tara baker", "anthony lee", "frank orozco", "alexis shepherd", "tiffany zavala", "kristi diaz", "juan hernandez", "alyssa houston", "john leblanc", "angela lewis", "stanley white", "jennifer schneider", "oscar sullivan", "patrick perez", "logan howard", "anthony lawson", "carol smith", "craig huff", "robert moore", "melinda osborn", "lance edwards", "erika thompson", "vickie shaw", "raymond potts", "krystal reed", "mark rosales", "michael hampton", "phillip miller", "william brown", "samantha hendrix", "pedro faulkner", "robin jones", "annette fox", "christina bush", "jonathan price", "erica hall", "susan pratt", "eric porter", "maureen nichols", "kathy edwards", "dominic fuller", "steven smith", "penny guerra", "olivia hanson", "laura hampton", "dawn gallegos", "anthony ray", "ashley wells", "carlos carter", "cassandra davis", "tanya nielsen", "eric curtis", "joy scott", "erika levy", "monique johnson", "erik brady", "marissa farley", "john stanton", "amanda walton", "sheila bonilla", "johnny hart", "wayne berry", "susan phillips", "charles thompson", "william fuller", "david erickson", "melanie farrell", "brian marquez", "alicia guzman", "keith boyer", "bruce hahn", "raymond price", "aaron hanna", "jennifer cox", "ian byrd", "aaron gibson", "janet rice", "brian daugherty", "tammy walker", "lori williams", "susan george", "sarah lopez", "megan richards", "nina palmer", "allison martinez", "erin williamson", "darrell christensen", "mikayla anderson", "donald estrada", "anthony hall", "nicole williams", "roy holden", "leah wang", "joseph harris", "heather campbell", "justin salinas", "teresa green", "christopher hansen", "erica cunningham", "jeremy barnes", "marcus thomas", "michael cisneros", "lisa moore", "matthew hutchinson", "melinda zhang", "nicholas tucker", "jessica wilson", "priscilla williams", "kristen graham", "betty garcia", "brent wilcox", "jonathon castro", "raymond sanders", "steven moore", "amber snyder", "lori gray", "peggy brooks", "krystal walters", "christopher thomas", "melinda wilson", "christopher roy", "brandon ward", "amanda andrews", "kaitlin porter", "antonio singh", "carl jackson", "jeffrey webb", "douglas parker", "michael carroll", "leah santos", "bradley stewart", "erin brown", "jonathan reyes", "justin parker", "carolyn white", "rhonda davis", "lisa wu", "logan shaffer", "taylor cameron", "lauren guerrero", "garrett sullivan", "alexis murphy", "holly fletcher", "heather mills", "mark gould", "tyler anderson", "jenny ramos", "travis lopez", "michael mcdaniel", "joseph downs", "danielle price", "thomas young", "donna olson", "susan meadows", "tiffany taylor", "brianna campbell", "jennifer fields", "sarah jones", "shane peterson", "kyle morgan", "mark garcia", "crystal 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"saliemdagreat", "sammylroy", "sarabiislayy", "sasha.smithhhh", "sastarnes99", "scatpackgofast", "sean_7621", "shaquandriaaaa", "shaun030", "shel-chapo", "shel0vesjamal", "sheluvtwinn", "sheluvvmeechy24", "shenyaa_t", "showtimeeekj3", "siccooo.3", "simply.madisyn", "siriusly1234", "sj_lewis5", "sjgonelikeghost", "skylinn.pogue", "slicerslices", "slimmbiitch", "smitty4x", "snm2em_z", "spicebaby444", "spifixs", "spxvky21", "ssha1ra", "ssllutt4yana", "st3phayala", "syddprofant", "t00luse", "tacywise", "tahwehtkcuf", "tai.vibess", "tariqrc1", "tayler.angus", "taylorbuffum1", "taylxrball", "tbfl_63", "tdslatty", "th3yluv.tory2", "thaboysmooth", "tharealdemon169", "the-13lackone", "the.jadadavis", "theedon305", "thekidlarry3x", "theluvv.josie", "theman_1999c", "thepg24", "therealcoreyyyy", "theyadoreee.ziy", "theyluvvjaq", "thugzluvmiranda", "tj2turnt0", "tktooraw", "tonywhite_1", "treykingjr5", "trick1804", "turt2famous", "ty_harris141", "tyffanlol", "tyrell_jones18", "tyywtff", "ufczay", "unknown.qi", "unordinarysese", "vaehhale2", "vannaaa.13", "vannah.bae05", "vioera1", "vivi_vn25", "vuckkzz", "wentghost2x", "whose_josie", "wickman.john100", "wjwood2", "www.4rod", "www.h1m", "wxckedboy", "wyokam5", "x.chenzo", "x0karissa0x", "xkaykay06", "xo.chelsear0", "xo.vivicaa", "xoxo.theyluvbre", "xoxodominick", "ybcjrock", "yk.maddie3", "ykdisliniq", "yln_wa4", "yog2tone", "yourfavmeganx", "yourfavt0xicaa", "yungsage_503", "yvngkester", "zamulbah", "zay_hend7", "zaygerm4", "zaysan.1", "zerovlone", "zoee.torress", "zyairrdarnell", "andrewguitar5", "babyboy23", "vitty29", "trick-daddy1804", "blessingx03", "@rbell497", "@mrminnesota33", "@kk_awsome32", "hmahalik", "skinnyfatfarms", "emergencystream", "m.coinol.club", "anna_malina05"], "Num_of_PII_all": 2271, "Num_of_PII_unique": 2269, "source_columns": ["A1_msgstore.db:jid.raw_string", "A1_msgstore.db:jid.user", "A1_msgstore.db:message.text_data", "A1_wa.db:wa_bot_profiles.creator_name", "A1_wa.db:wa_contacts.wa_name", "A1_wa.db:wa_vnames.verified_name", "A2_core.db:snapuserstore.textval", "A2_main.db:combinedusername.mutableusername", "A2_main.db:combinedusername.originalusername", "A2_main.db:friend.displayname", "A2_main.db:friend.serverdisplayname", "A2_main.db:friend.username", "A2_main.db:friendwithusername.displayname", "A2_main.db:friendwithusername.serverdisplayname", "A2_main.db:friendwithusername.usernameforsorting", "A2_main.db:friendsfeedviewv2.displayinteractionuserusername", "A2_main.db:friendsfeedviewv2.frienddisplayusername", "A2_main.db:storysnap.captiontextdisplay", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens.value", "A4_peopleCache_sharononeil368@gmail.com_com.google_14.db:tokens_content.c1value", "I1_ChatStorage.sqlite:zwamediaitem.ztitle", "I1_ChatStorage.sqlite:zwamessage.ztext", "I1_ChatStorage.sqlite:zwamessagedataitem.zsummary", "I1_ChatStorage.sqlite:zwamessagedataitem.ztitle"], "Num_of_source_columns": 24} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_commerce.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_commerce.jsonl index c982455..200c1e0 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_commerce.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_commerce.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_commerce.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_msgstore.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_msgstore.jsonl index cd9b2a0..02856e9 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_msgstore.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_msgstore.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["available_message_view.text_data", "message.text_data", "message_ftsv2.content", "message_ftsv2_content.c0content", "message_system_business_state.business_name", "message_vcard.vcard"], "Num_of_source_columns": 6} -{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["jid.raw_string", "jid.user", "message.text_data"], "Num_of_source_columns": 3} -{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["available_message_view.text_data", "message.text_data", "message_ftsv2.content", "message_ftsv2_content.c0content", "message_quoted.text_data", "message_vcard.vcard"], "Num_of_source_columns": 6} -{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["available_message_view.text_data", "message.text_data", "message_ftsv2.content", "message_ftsv2_content.c0content", "message_quoted.text_data"], "Num_of_source_columns": 5} +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "PHONE", "PII": ["3188336425", "9106995488", "6467602090", "4244990541", "3346095713", "7622338037", "6263678865", "3238738927"], "Num_of_PII": 8, "source_columns": ["available_message_view.text_data", "message.text_data", "message_ftsv2.content", "message_ftsv2_content.c0content", "message_system_business_state.business_name", "message_vcard.vcard"], "Num_of_source_columns": 6} +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "USERNAME", "PII": ["dreamers", "12014946184", "12025692832", "12028177932", "12028275725", "12037188989", "12065937224", "12088549831", "12089234440", "12092759604", "12104598191", "12107693415", "12144349391", "12164180421", "12182030481", "12193011016", "12242691136", "12289349643", "12312851586", "12347552698", "12485951624", "12512653471", "12519578826", "12533985096", "12563428154", "12563481926", "12569600342", "12673489822", "12677187343", "12816587274", "12817444681", "13035026845", "13078281042", "13086550898", "13124682262", "13135550002", "13135550005", "13135550009", "13135550012", "13135550013", "13135550014", "13135550015", "13135550019", "13135550022", "13135550023", "13135550027", "13135550030", "13135550031", "13135550033", "13135550035", "13135550039", "13135550042", "13135550043", "13135550046", "13135550047", "13135550048", "13135550049", "13135550053", "13135550054", "13135550055", "13135550062", "13135550065", "13135550067", "13135550070", "13135550082", "13135550085", "13135550086", "13135550091", "13135550092", "13135550093", "13135550096", "13135550098", "13135550100", "13135550302", "13135550303", "13135550308", "13135550309", "13135550310", "13135550312", "13135550313", "13135550314", "13135550315", "13135550316", "13135550317", "13135550320", "13135550321", "13135550322", "13135550323", "13135550324", "13135550325", "13135550326", "13135550327", "13135550328", "13135550330", "13135550334", "13135550338", "13135559000", "13135559002", "13135559003", "13135559004", "13135559005", "13135559008", "13135559009", "13135559010", "13135559011", "13135559012", "13135559013", "13135559017", "13135559018", "13135559019", "13179120539", "13179380030", "13187237549", "13188336425", "13202417349", "13232178658", "13234051120", "13234459871", "13234851291", "13236779632", "13237429682", "13238260610", "13346095713", "13363929788", "13367064708", "13373930303", "13465929760", "13472319706", "13472347237", "13472909155", "13473001268", "13473104333", "13474564797", "13475168420", "13475880967", "13475936676", "13478787368", "13479516322", "13526015327", "13852401837", "13858310873", "14014191471", "14016489408", "14025048783", "14027821192", "14048864781", "14054665132", "14072702768", "14076006497", "14078215797", "14085991338", "14142101524", "14159910786", "14164479785", "14195158467", "14232189459", "14235022702", "14242362362", "14242363754", "14244990541", "14256244006", "14356776413", "14356776955", "14359905397", "14359905938", "14438380391", "14692785231", "14805990841", "14806561073", "14847577922", "15028019221", "15038471839", "15038640034", "15042332249", "15057175374", "15076217539", "15076975472", "15083061090", "15099617093", "15103146582", "15104844091", "15105924830", "15106214216", "15109340002", "15123879210", "15125224259", "15125713374", "15125716517", "15126553035", "15138765723", "15142645889", "15155235640", "15155259124", "15167789277", "15168005517", "15168799747", "15168886942", "15203295777", "15203555498", "15302068722", "15404237607", "15595540556", "15597596875", "15598199187", "15612890324", "15618035894", "15623286070", "15673433595", "15704602737", "15704977866", "15705409111", "15705947881", "15713298742", "15713349815", "15713480045", "15713559735", "15715446505", "15715646023", "15715917168", "15715980952", "15716062052", "15739197568", "16012070456", "16017304815", "16017809365", "16028162053", "16029186659", "16073820970", "16083350264", "16083597914", "16093461419", "16093505541", "16099336348", "16104573925", "16104835210", "16106046786", "16123546753", "16143169059", "16143683432", "16144467091", "16145003405", "16145921304", "16146225841", "16152891229", "16153625864", "16155107778", "16158818625", "16175941188", "16193489516", "16195989232", "16196379875", "16196503530", "16235229187", "16262906591", "16263678595", "16263678786", "16263678865", "16264191192", "16266766304", "16269778212", "16302169283", "16304122840", "16308639426", "16319973442", "16462411419", "16463319077", "16467602090", "16468012779", "16504166544", "16506848121", "16514436258", "16572062143", "16615243843", "16782038340", "16784370740", "16789395667", "16822359596", "17015809945", "17017387027", "17034241981", "17034473529", "17036534502", "17043887688", "17064662606", "17066755548", "17072438970", "17075022524", "17076530463", "17133853574", "17142935893", "17147523683", "17149864683", "17162175691", "17173488600", "17183005254", "17185527136", "17192528628", "17192973293", "17207425163", "17244674519", "17272651415", "17315992272", "17323557893", "17328120994", "17329001069", "17345525321", "17408335494", "17408458768", "17423794330", "17547778147", "17577355138", "17622338037", "17654766272", "17655603474", "17694875554", "17694875893", "17706484589", "17723629659", "17732708847", "17736696040", "17738778243", "17862039442", "17862532958", "17863899629", "17864023107", "17865717549", "17865718190", "17865821967", "17866412763", "18014276170", "18022898358", "18024518808", "18025880528", "18027250068", "18045888536", "18047188072", "18052538018", "18053218602", "18056377243", "18067510314", "18085096467", "18129021981", "18134709062", "18135326643", "18135512847", "18139660839", "18165228437", "18173535149", "18175659571", "18188148927", "18189341683", "18284752696", "18286800850", "18312041352", "18313053342", "18317078315", "18317721351", "18328059892", "18435802562", "18458017418", "18562681088", "18565341559", "18565538852", "18566393015", "18569973113", "18588636236", "18602817442", "18603564643", "18605582168", "18624338328", "18624338329", "18632531704", "18635129576", "18644836084", "18647474777", "18702815976", "18722227422", "19014843965", "19033263809", "19036468314", "19048785221", "19082801531", "19082968935", "19096144641", "19096309946", "19099140470", "19108982297", "19139153988", "19143864069", "19144139560", "19152920437", "19159792153", "19162048632", "19167706237", "19185653253", "19198413910", "19198856271", "19199037779", "19254368625", "19254779421", "19317069676", "19344140808", "19372305774", "19494443119", "19496190099", "19542343915", "19549552526", "19566170438", "19567321403", "19567893122", "19568214170", "19719008724", "19735203731", "19785150566", "19804012349", "19842441148", "19852369962", "260972379022", "33785650921", "447974045725", "4915257482547", "491747383347", "491747383354", "491747386191", "491748589154", "491748599935", "491748600734", "491748672588", "5213311857022", "6287745672611", "81367430271", "85263145626", "905338541080", "923130999544", "923323013167", "status_me", "lid_me"], "Num_of_PII": 437, "source_columns": ["jid.raw_string", "jid.user", "message.text_data"], "Num_of_source_columns": 3} +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "PERSON_NAME", "PII": ["mary garcia", "jim anderson", "mary", "ms. mary", "benjamin", "miss mary", "jim", "ms. mary garcia", "professor jim", "mr jim", "prof. jim", "mr. jim", "prof.jim", "brian armstrong", "prof jim", "wilson", "prof. jim anderson", "gary", "michael saylor", "jennifer farer", "amy berman jackson", "mr. anderson", "mr. jim anderson", "prof. anderson", "professor anderson", "professor jim anderson", "honey", "rebeca", "laszlo hanyecz", "carlos", "frank", "peter gerry", "garcia", "ming", "jim mary", "ron desantis", "mr. wilson", "jimmy butler", "anderson", "abbas al qattan", "wife", "mark yusko", "my assistant", "mr . jim", "nen", "mr . anderson", "prof . jim anderson", "harvey jones", "jw verret", "sharon oneil", "6️⃣ bitcoin masters - jim investment team"], "Num_of_PII": 51, "source_columns": ["available_message_view.text_data", "message.text_data", "message_ftsv2.content", "message_ftsv2_content.c0content", "message_quoted.text_data", "message_system_value_change.old_data", "message_vcard.vcard", "props.value"], "Num_of_source_columns": 8} +{"db_path": "selectedDBs\\A1_msgstore.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_wa.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_wa.jsonl index c146309..f1b95c0 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_wa.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A1_wa.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["wa_address_book.number", "wa_contacts.number"], "Num_of_source_columns": 2} -{"db_path": "selectedDBs\\A1_wa.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["wa_bot_profiles.creator_name", "wa_contacts.wa_name", "wa_vnames.verified_name"], "Num_of_source_columns": 3} -{"db_path": "selectedDBs\\A1_wa.db", 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"source_columns": ["snapuserstore.textval"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\A2_core.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_journal.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_journal.jsonl index e4a6750..044d872 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_journal.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_journal.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A2_journal.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A2_journal.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A2_journal.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": 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a/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_main.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_main.jsonl index 94ec91e..64d7f3c 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_main.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A2_main.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A2_main.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A2_main.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["contact.phone", "contact.rawphone"], "Num_of_source_columns": 2} -{"db_path": "selectedDBs\\A2_main.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["combinedusername.mutableusername", "combinedusername.originalusername", "discoverfeedfriendstoriesviewv2.frienddisplayname", "friend.displayname", "friend.serverdisplayname", "friend.username", "friendwithusername.displayname", 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"source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account1cache4.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account1cache4.jsonl index f1c5942..119c140 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account1cache4.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account1cache4.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A3_account1cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A3_account1cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A3_account1cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A3_account1cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], 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a/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account2cache4.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account2cache4.jsonl index 5e2f011..4339314 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account2cache4.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account2cache4.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A3_account2cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A3_account2cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A3_account2cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A3_account2cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A3_account2cache4.db", 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b/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account3cache4.jsonl index 133cc40..4a7c6ca 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account3cache4.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A3_account3cache4.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A3_account3cache4.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_myplaces.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_myplaces.jsonl index a5fbdf3..55138e6 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_myplaces.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_myplaces.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_myplaces.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_storage.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_storage.jsonl index 1857f25..0752e94 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_storage.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_gmm_storage.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_gmm_storage.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14.jsonl index f661778..5ce85eb 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A4_peopleCache_sharononeil368@gmail.com_com.google_14.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} -{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} -{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} -{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} -{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "EMAIL", "PII": ["heather@cellebrite.com", "hmahalik@gmail.com"], "Num_of_PII": 2, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "PHONE", "PII": ["7423794330"], "Num_of_PII": 1, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "USERNAME", "PII": ["hmahalik"], "Num_of_PII": 1, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "PERSON_NAME", "PII": ["heather", "bo"], "Num_of_PII": 2, "source_columns": ["tokens.value", "tokens_content.c1value"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\A4_peopleCache_sharononeil368@gmail.com_com.google_14.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser.jsonl index 3876afc..bb1a4cc 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["bookmarks.account_name", "sync_state.account_name", "tabs.account_name"], "Num_of_source_columns": 3} -{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "EMAIL", "PII": ["sharononeil368@gmail.com"], "Num_of_PII": 1, "source_columns": ["bookmarks.account_name", "sync_state.account_name", "tabs.account_name"], "Num_of_source_columns": 3} +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser2.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser2.jsonl index 7686197..6db3775 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser2.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_SBrowser2.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "PERSON_NAME", "PII": ["sharon's s21"], "Num_of_PII": 1, "source_columns": ["bookmarks.device_name"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\A5_SBrowser2.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_searchengine.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_searchengine.jsonl index c88f597..e3e5d3a 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_searchengine.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_A5_searchengine.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\A5_searchengine.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_CallHistory.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_CallHistory.jsonl index 5c75384..7e24b09 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_CallHistory.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_CallHistory.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_CallHistory.sqlite", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ChatStorage.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ChatStorage.jsonl index 100482c..1dfae03 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ChatStorage.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ChatStorage.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["zwachatsession.zpartnername", "zwaprofilepushname.zpushname"], "Num_of_source_columns": 2} -{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["zwamediaitem.ztitle", "zwamessage.ztext", "zwamessagedataitem.zsummary", "zwamessagedataitem.ztitle"], "Num_of_source_columns": 4} -{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["zwachatsession.zpartnername", "zwamediaitem.ztitle", "zwamessage.ztext", "zwamessagedataitem.zsummary", "zwamessagedataitem.ztitle", "zwaprofilepushname.zpushname"], "Num_of_source_columns": 6} -{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["zwamediaitem.ztitle", "zwamessage.ztext", "zwamessagedataitem.ztitle"], "Num_of_source_columns": 3} +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "PHONE", "PII": ["9716786701"], "Num_of_PII": 1, "source_columns": ["zwachatsession.zpartnername", "zwaprofilepushname.zpushname"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "USERNAME", "PII": ["skinnyfatfarms", "emergencystream", "m.coinol.club", "anna_malina05"], "Num_of_PII": 4, "source_columns": ["zwamediaitem.ztitle", "zwamessage.ztext", "zwamessagedataitem.zsummary", "zwamessagedataitem.ztitle"], "Num_of_source_columns": 4} +{"db_path": "selectedDBs\\I1_ChatStorage.sqlite", "PII_type": "PERSON_NAME", "PII": ["chad hunt", "toni yu", "charles finley", "ronen engler", "john raynolds", "jonathan reyes", "johnny good", "russell philby", "abe rudder", "finn", "john reynolds", "colin dacopps", "lisena gocaj", "andy sieg", "howell", "yaliweisi", "abner", "andy schweichert", "brian arseneau", "virginia", "christian justiniano", "jim wilson", "virginia benton", "lisena", "jason", "sharon oneil", "job vizcarra", "robert elliott", "sultan", "emerick", "nia yuniar", "david wilson", "robechucks raul", "ella bella", "dick oscar", "charlie", "steven", "ameya joshi", "amiel williamson", "ashwin menon", "ajax edmiston", "eleazar lewden", "polly lucas", "lemuel glasgow", "bazel mcconnel", "william stevenson", "denice r allen", "leif fox", "william hopkins", "jonas bradley", "amit sharma", "brodie", "carlton", 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b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ContactsV2.jsonl index 8dfa182..beabf94 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ContactsV2.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I1_ContactsV2.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["zwaaddressbookcontact.zphonenumber"], "Num_of_source_columns": 1} -{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["zwaaddressbookcontact.zfullname"], "Num_of_source_columns": 1} -{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "", "PII": [], 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"robert reed", "raymond sanders", "stephen bailey", "karen bailey", "victor wolf", "dylan wright", "hailey stewart", "william fuller", "paige russell", "michael norman", "christopher thomas", "ashley pham", "lisa haley", "jeremy ruiz", "danielle price", "kevin hill", "scott lester", "mark gould", "brooke walters", "diane roberts", "amanda andrews", "kristen graham", "tina hall", "monica sanchez", "erin rubio", "holly clark", "michael carroll", "christopher king", "albert robertson", "tanya evans", "annette fox", "larry franklin", "johnny good", "eric porter", "jamie perry", "timothy henderson", "cynthia lloyd", "joshua reed", "jennifer mack", "lori marsh", "brandon smith", "john leblanc", "sherry murray", "sean jacobs", "david richards", "matthew reyes", "sara johnson", "joel holmes", "carrie clark", "karen acevedo", "vickie shaw", "dylan fuller", "gloria robbins", "tamara wright", "michael moore", "christopher hansen", "karl thomas", "ashley jones", "lisa fox", "daniel wu", "matthew 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"molly neal", "derek lewis", "erin williamson", "jeffrey webb", "melissa sullivan", "cheryl jackson", "alexander benson", "ann nicholson", "lance edwards", "zachary parker", "eric evans", "jacob hunt", "mikayla anderson", "crystal huang", "joshua mullins", "lori gray", "bradley stewart", "david nelson", "matthew newman", "jerome morris", "mary mcdowell", "carolyn webb", "aaron gibson", "thomas brown", "amber thornton", "justin salinas", "vanessa schroeder", "paul long", "dustin hubbard", "george york", "suzanne jennings", "christopher carter", "michael meadows", "joseph harris", "alicia guzman", "antonio singh", "lisa brown", "jermaine mcclain", "oscar sullivan", "daniel simon", "nicole williams", "kenneth reed", "brian reynolds", "sarah lopez", "jennifer fields", "maria coleman", "derek dixon", "teresa meadows", "alyssa kerr", "dennis jackson", "patrick greene", "nina palmer", "melissa robinson", "charles thompson", "angela osborn", "manuel mcdonald", "zachary marsh", "jonathan 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"amy montgomery", "justin jimenez", "tyler lamb", "joseph downs", "gary walker", "douglas winters", "paul ellis", "susan phillips", "jeffrey ruiz", "christine soto", "michael mays", "alicia gregory", "leah santos", "jenny ramos", "anthony ray", "nicole richardson", "daniel jones", "kimberly hopkins", "sheila drake", "brian mora", "margaret price", "marcus thomas", "erin smith", "denise arias", "mike fleming", "jennifer cox", "charles munoz", "melissa jennings", "stephen koch", "angela lee", "krystal walters", "elizabeth moran", "william brown", "russell shepherd", "jacob brown", "phillip miller", "cory suarez", "michelle smith", "kathy adams", "benjamin moses", "lisa yoder", "sheila bonilla", "david king", "matthew lewis", "sean anderson", "jeremy barnes", "mary copeland", "carlos carter", "andrea lee", "justin berry", "tyler anderson", "garrett sullivan", "douglas parker", "patty johnston", "yvonne kelley", "christine guzman", "michael leonard", "alexis shepherd", "anthony mullins", 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sanchez", "charles armstrong", "melissa bonilla", "adam smith", "shawn steele", "andrew riley", "kristina garcia", "penny guerra", "elizabeth conley", "wendy horn", "holly perez", "colin weeks", "michael yang", "becky harris", "lisa patterson", "jonathon castro", "jo cunningham", "david green", "kimberly walsh", "john flores", "cameron brown", "martin noble", "raymond price", "julie adams", "amanda wells", "donald moon", "tracy johnson", "gabriel navarro", "nancy howard", "jennifer nelson", "michael gonzalez", "christina bush", "alexis moore", "anthony lawson", "lauren guerrero", "erika thompson", "jason mitchell", "daniel anderson", "keith boyer", "brian bass", "melinda walton", "dean lopez", "megan rich", "jennifer rodriguez", "charles andrews", "adrienne davis", "andrew miller", "kristin wheeler", "holly fletcher", "rachel perez", "elizabeth archer", "wendy harris", "penny bolton", "zachary anderson", "cindy cross", "michael walker", "stephanie williams", "barbara glass", "lisa 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"christopher roy", "michael clements", "rick (bigmoney) roll", "russell philby", "sharon 😍", "tracy", "hank", "abe rudder"], "Num_of_PII": 1008, "source_columns": ["zwaaddressbookcontact.zfullname"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\I1_ContactsV2.sqlite", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBook.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBook.jsonl index e61d648..ca23df0 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBook.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBook.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["abmultivalue.value", "abpersonfulltextsearch_content.c17email"], "Num_of_source_columns": 2} -{"db_path": 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"margaret vega", "brian stewart", "becky jones", "marvin cooper", "robert reed", "benjamin moses", "thomas price", "fred knight", "kenneth reed", "colleen mason", "dylan wright", "christine swanson", "christopher torres", "heather johnson", "elizabeth dorsey", "joshua mullins", "john cochran", "michael mays", "michelle smith", "lori turner", "christopher stephens", "zachary marsh", "dylan fuller", "jennifer harrington", "carol hernandez", "patrick greene", "michael guerrero", "megan ryan", "wesley flores", "olivia foster", "julie williams", "daniel evans", "lisa jones", "tyler lamb", "charles andrews", "jennifer meadows", "katrina weaver", "cameron compton", "monique davis", "lisa fox", "sean anderson", "nicole james", "shawn steele", "lori james", "philip jones", "david larsen", "justin berry", "michael brennan", "charles kim", "christine church", "jamie perry", "timothy henderson", "megan villanueva", "andrea schmidt", "melissa jennings", "samuel navarro", "jerome morris", "megan ballard", "roberto sanchez", "jennifer wade", "brooke walters", "stephanie williams", "lisa patterson", "cory suarez", "monica sanchez", "ann nicholson", "russell shepherd", "edwin cantrell", "lisa haley", "alexis castro", "megan silva", "martin cowan", "jennifer nelson", "kevin woods", "alicia gregory", "jeffrey mejia", "martin stone", "diane powell", "michael yang", "julie adams", "timothy baker", "anthony ferguson", "kim rice", "melissa robinson", "angela lee", "dean torres", "jeffrey ruiz", "doris page", "connor sherman", "david taylor", "matthew newman", "carolyn webb", "kathy adams", "heather cantrell", "ashley pham", "melissa bonilla", "amy montgomery", "stephen koch", "kenneth ruiz", "jennifer rose", "brian bass", "daniel austin", "jeremy ruiz", "alison vasquez", "jo cunningham", "virginia frazier", "rachel perez", "charles munoz", "andrew miller", "holly perez", "jacob hunt", "charles myers", "jeremiah silva", "gloria robbins", "brenda ferrell", "garrett mckee", "christopher 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"nicholas villarreal", "joseph mckenzie", "derek johnson", "andrew hood", "dustin garrett", "jay mendoza", "natasha clements", "andres johnson", "matthew lewis", "albert mcmahon", "joe li", "joshua oneal", "michael clements", "john ball", "lisa cooke", "patty johnston", "renee robertson", "mary mcdowell", "amanda miller", "michelle snyder", "jacob brown", "ashley jones", "marcus green", "cameron brown", "dustin hubbard", "patricia mitchell", "larry franklin", "chad hunt", "nathan hill", "laura dean", "jerry bell", "david carson", "barbara glass", "kathryn galvan", "jennifer rodriguez", "susan hester", "donald moon", "alexander benson", "angela freeman", "nancy howard", "bryan johnson", "michael chen", "sara johnson", "paul long", "alyssa bentley", "jason schroeder", "roberto smith", "anthony mullins", "gabriel navarro", "christine guzman", "melissa mclaughlin", "jeremy weeks", "michael walker", "michael moore", "elizabeth archer", "matthew reyes", "anthony silva", "adam smith", "christine gonzales", "yvonne powers", "john moore", "diane roberts", "chris rodriguez", "caitlin khan", "daniel ellis", "penny bolton", "haley russell", "daniel stevenson", "yvette padilla", "robert benson", "nicole wells", "gloria duncan", "cassandra sims", "sharon garner", "melinda walton", "nathan guerrero", "dean lopez", "sherry murray", "steven ho", "kevin garrison", "zachary parker", "colin weeks", "madeline archer", "christopher williams", "scott lester", "larry ali", "sheri shaw", "sandra rodriguez", "eric jimenez", "wendy horn", "shannon burns", "molly neal", "juan ross", "nancy singh", "brian johnson", "judith mills", "anthony mitchell", "ashlee day", "charles armstrong", "christine soto", "thomas brown", "elizabeth conley", "tyler turner", "alexis shaw", "edward hammond", "joshua ayala", "suzanne jennings", "brandon wilkerson", "sara henry", "samantha hill", "laurie miller", "derek dixon", "tony glass", "sean jacobs", "rick roll", "russell philby", "sharon 😍", "tracy", "hank", "rick roll (bigmoney)"], "Num_of_PII": 1008, "source_columns": ["abperson.first+last", "abpersonfulltextsearch_content.c0first+c1last+c2middle"], "Num_of_source_columns": 2} +{"db_path": "selectedDBs\\I2_AddressBook.sqlitedb", "PII_type": "POSTAL_ADDRESS", "PII": ["16133 ne 44th ct.", "98052", "us", "redmond", "wa", "united states", "16133 ne 44th ct. 98052 wa united states us redmond"], "Num_of_PII": 7, "source_columns": ["abmultivalueentry.value", "abpersonfulltextsearch_content.c18address"], "Num_of_source_columns": 2} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBookImages.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBookImages.jsonl index 169b9e5..c2913c2 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBookImages.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I2_AddressBookImages.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I2_AddressBookImages.sqlitedb", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I3_sms.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I3_sms.jsonl index 8513ee0..71cd152 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I3_sms.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I3_sms.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["chat.account_login", "chat.chat_identifier", "chat.guid", "handle.id", "message.account"], "Num_of_source_columns": 5} -{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["chat.account_login", "chat.chat_identifier", "chat.guid", "chat.last_addressed_handle", "handle.id", "handle.uncanonicalized_id", "message.account", "message.destination_caller_id"], "Num_of_source_columns": 8} -{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "EMAIL", "PII": ["ottomatik1234@gmail.com", "aniulka616@hotmail.com", "josephphw3r5@outlook.com", "jreynoldscbdemo+this.is.secret@gmail.com", "jthskp131699@icloud.com", "sousiezorjrc@outlook.com", "sweeneyfrank594@gmail.com"], "Num_of_PII": 7, "source_columns": ["chat.account_login", "chat.chat_identifier", "chat.guid", "handle.id", "message.account"], "Num_of_source_columns": 5} +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "PHONE", "PII": ["9735203731", "2065937224", "2185715037", "2484345508", "3017157263", "4155346421", "4197574625", "4259796297", "4325353346", "4847353029", "5162879924", "7709195681", "7852533080", "7868720110", "8553965089", "8589330241", "8624338324", "8624338329", "9195796456", "9195796465", "9199037779", "1111288288", "1410100001", "2155817608", "5026417431", "8123654204", "9735203764", "9735203805", "9735203921"], "Num_of_PII": 29, "source_columns": ["chat.account_login", "chat.chat_identifier", "chat.guid", "chat.last_addressed_handle", "handle.id", "handle.uncanonicalized_id", "message.account", "message.destination_caller_id"], "Num_of_source_columns": 8} +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "PERSON_NAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I3_sms.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_CloudTabs.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_CloudTabs.jsonl index 51f899e..f556856 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_CloudTabs.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_CloudTabs.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "PERSON_NAME", "PII": ["raven", "dickens", "dickins"], "Num_of_PII": 3, "source_columns": ["cloud_tabs.title"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\I4_CloudTabs.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_History.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_History.jsonl index 2726941..473e5fb 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_History.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I4_History.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\I4_History.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I4_History.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I4_History.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I4_History.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I4_History.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "PERSON_NAME", "PII": ["olivia newton-john"], "Num_of_PII": 1, "source_columns": ["history_tags.title"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\I4_History.db", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Calendar.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Calendar.jsonl index ff5327e..25b3007 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Calendar.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Calendar.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["calendar.last_sync_title", "calendar.notes", "calendar.owner_identity_email", "calendar.self_identity_email", "calendar.shared_owner_address", "calendar.title", "identity.address"], "Num_of_source_columns": 7} -{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["calendar.shared_owner_name", "identity.display_name", "store.owner_name"], "Num_of_source_columns": 3} -{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": ["recurrence.cached_end_date_tz"], "Num_of_source_columns": 1} +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "EMAIL", "PII": ["ottomatik1234@gmail.com"], "Num_of_PII": 1, "source_columns": ["calendar.last_sync_title", "calendar.notes", "calendar.owner_identity_email", "calendar.self_identity_email", "calendar.shared_owner_address", "calendar.title", "identity.address"], "Num_of_source_columns": 7} +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "USERNAME", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "PERSON_NAME", "PII": ["otto matik", "rosh hashanah", "ashura", "martin luther king jr. day", "otto matik’s birthday"], "Num_of_PII": 5, "source_columns": ["calendar.shared_owner_name", "calendaritem.summary", "identity.display_name", "store.owner_name"], "Num_of_source_columns": 4} +{"db_path": "selectedDBs\\I5_Calendar.sqlitedb", "PII_type": "POSTAL_ADDRESS", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} diff --git a/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Extras.jsonl b/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Extras.jsonl index 531575d..c55edf5 100644 --- a/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Extras.jsonl +++ b/RQs/normalized_PII_results/ground_truth/db_level/PII_I5_Extras.jsonl @@ -1,5 +1,5 @@ -{"db_path": "selectedDBs\\I5_Extras.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I5_Extras.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I5_Extras.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I5_Extras.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} -{"db_path": "selectedDBs\\I5_Extras.db", "PII_type": "", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I5_Extras.db", "PII_type": "EMAIL", "PII": [], "Num_of_PII": 0, "source_columns": [], "Num_of_source_columns": 0} +{"db_path": "selectedDBs\\I5_Extras.db", "PII_type": "PHONE", "PII": [], "Num_of_PII": 0, 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