Tag: pii-redaction

2 articles

• LLM Privacy Redaction Gateway in Production: Reducing Data Leakage with PII Detection, Reversible Substitution, and Log Minimization

  A systematic guide for enterprise LLM applications on building a privacy redaction gateway that identifies PII, performs reversible substitution, and enforces data minimization across request, response, and log pipelines to fundamentally reduce sensitive data exposure risks.

  07/09/2026 LLM Security / PII Redaction / Privacy Gateway / Data Minimization / Reversible Substitution / Log Minimization

• LLM Prompt Data Privacy in Production: Managing Prompt Data with PII Redaction, Retention Policies, and Audit Boundaries

  A systematic breakdown of prompt data privacy governance in LLM applications, covering PII redaction, retention policies, audit logs, vendor boundaries, and a go-live checklist to turn privacy governance from a 'not used for training' promise into a runnable engineering system.

  07/03/2026 llm-privacy / pii-redaction / data-governance / prompt-security / production