Towards a Game-theoretic Understanding of Explanation-based Membership Inference Attacks

Kavita Kumari, Murtuza Jadliwala, Sumit Kumar Jha +1

Model explanations improve the transparency of black-box machine learning (ML) models and their decisions; however, they can also be exploited to carry out privacy threats such as…