“Hashed email addresses can be easily reversed and linked to an individual”
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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.
Hashing is not sufficient for anonymization no. But still it is good enough for pseudonymization (which is allowed by the GDPR)
Explain the intuition behind differential privacy, a theoretical framework which allow sharing of aggregated data without compromising confidentiality. See follow-up articles with more details and practical aspects