United We Defend: Collaborative Membership Inference Defenses in Federated Learning

Li Bai, Junxu Liu, Sen Zhang +3

Membership inference attacks (MIAs), which determine whether a specific data point was included in the training set of a target model, have posed severe threats in federated learni…