Beyond Verification: Abductive Explanations for Post-AI Assessment of Privacy Leakage

Belona Sonna, Alban Grastien, Claire Benn

Privacy leakage in AI-based decision processes poses significant risks, particularly when sensitive information can be inferred. We propose a formal framework to audit privacy leak…