Text · dataset · 2026
PrivacyBench
Listed in Hugging Face Datasets
PrivacyBench PrivacyBench is a benchmark for de-identifying semi-structured data exports from work tools like email, messaging, shared file storage, calendar, and so forth.
Description
The benchmark focuses on the identification and synthesis of PII in the unstructured text fields of the data export, and introduces novel metrics for evaluating synthesis quality. This version (v2) contains one month of workspace exports from 21 distinct personas.
The data is fully synthetic and in the… See the full description on the dataset page: huggingface.co/datasets/TonicAI/Privacy-Bench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/TonicAI/Privacy-Bench ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/TonicAI/Privacy-Bench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- document · text · text generation · token classification
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | TonicAI/Privacy-Bench | 7 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:document | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:text-generation | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:token-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |