Diffence: Fencing Membership Privacy With Diffusion Models

Yuefeng Peng, Ali Naseh, Amir Houmansadr

Deep learning models, while achieving remarkable performances, are vulnerable to membership inference attacks (MIAs). Although various defenses have been proposed, there is still s…