Rethinking Membership Inference Attacks Against Transfer Learning

Cong Wu, Jing Chen, Qianru Fang +6

Transfer learning, successful in knowledge translation across related tasks, faces a substantial privacy threat from membership inference attacks (MIAs). These attacks, despite pos…