SCOPE: Entanglement Frontier Escape for Source-Free Class Unlearning

Junhao Cai, Dohun Kim, Sung Il Choi +4

Source-free class unlearning erases whole classes using only the forget data, judged at the representation level, where features can leak a class the head no longer predicts. Exist…