text-anonymization

There are 1 repository under text-anonymization topic.

microsoft / presidio
An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.
python pii privacy data-anonymization de-identification data-masking transformers pii-detection data-obfuscation data-privacy data-redaction guardrails image-redactor named-entity-recognition nlp personally-identifiable-information phi sensitive-data spacy anonymization
Language:Python 6042
privateai / deid-examples
Examples scripts that showcase how to use Private AI Text to de-identify, redact, hash, tokenize, mask and synthesize PII in text.
redaction redact de-identification de-identify tokenize masking synthetic-data synthetic-dataset-generation synthetic-data-generator deidentification hipaa anonymization data-anonymization dlp data-loss-prevention text-anonymization cpra gdpr data-masking privacy-tools
Language:Jupyter Notebook 84
jftuga / deidentification
Deidentify people's names and gender specific pronouns
anonymization data-anonymization data-scrubbing de-identification deidentification deidentify named-entity-recognition natural-language-processing ner nlp pii pii-anonymization python python3 text-anonymization
Language:Python 44
rhnfzl / SqueakyCleanText
Clean your Text for Statistical ML and Language Model
language-model named-entity-recognition statistical-machine-learning text-cleaning text-anonymization
Language:Python 5
BenetManzanaresSalor / TextRe-Identification
This repository contains the code and data for the text re-identification attack presented in B. Manzanares-Salor, D. Sánchez, P. Lison, Evaluating the disclosure risk of anonymized documents via a machine learning-based re-identification attack, Data Mining and Knowledge Discovery, 2024.
bert-model re-identification text-anonymization anonymization language-model privacy privacy-enhancing-technologies privacy-preserving privacy-protection
Language:Python 4
VirtualRoyalty / text-anonymizator
Simple project on html anonymization
anonymization text-anonymization presidio spacy
Language:Jupyter Notebook 3
BenetManzanaresSalor / PETRE
This repository contains the code and data for the text anonymization enhancement method presented in B. Manzanares-Salor, D. Sánchez, Enhancing text anonymization via re-identification risk-based explainability, Submitted, 2024.
anonymization explainability k-anonymity language-model privacy privacy-enhancing-technologies privacy-preserving privacy-protection text-anonymization
Language:Python 2