Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set

Jie Fu, Nima Naderloui, Da Zhong +2

Machine unlearning (MU) has emerged as a key mechanism for ensuring data privacy and regulatory compliance by enabling models to forget specific training samples. However, recent s…