Dataset · Hugging Face

TonicAI/Privacy-Bench

Name: Privacy-Bench
Creator: TonicAI
License: cc-by-4.0
Keywords: task_categories:token-classification, task_categories:text-generation, language:en, license:cc-by-4.0, size_categories:10K<n<100K, format:json, modality:text, modality:document, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, pii, de-identification

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. 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. PrivacyBench contains one month of workspace exports from 21 distinct personas. The data is fully synthetic and in the format a… See the full description on the dataset page: https://huggingface.co/datasets/TonicAI/Privacy-Bench.

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Author / organization	TonicAI
License (as declared)	cc-by-4.0
Downloads	3.6K (as reported by Hugging Face)
Likes	20
Created	23 June 2026
Last updated at source	15 October 2026

piide-identificationdata-synthesisprivacynernamed-entity-recognitionsynthetic-dataemailslackdocumentspdfdocxbenchmarkllm-as-a-judge

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