DeepLeak: Privacy Enhancing Hardening of Model Explanations Against Membership Leakage

Firas Ben Hmida, Zain Sbeih, Philemon Hailemariam +1

Machine learning (ML) explainability is central to algorithmic transparency in high-stakes settings such as predictive diagnostics and loan approval. However, these same domains re…