Conformal Privacy Auditing: Statistical Re-identification Risk Certs for Text

Mon, 21 Sep 2026 18:11:48 +0000

Engineer — Learn: Novel framework for certifying per-document re-identification risk against LLM-powered adversaries; worth tracking if your team publishes or reviews text datasets, as it offers a more principled alternative to ad-hoc PII scrubbing audits.
SOC/IR — Skip
Leader — Learn: Research introduces statistically grounded re-identification risk measurement for released documents, relevant to GDPR/HIPAA data-release decisions; no immediate action, but worth filing for future privacy program discussions.

Llm-Attack on CuraSec