Membership Inference Attack Against Music Diffusion Models via Generative Manifold Perturbation

Yuxuan Liu, Peihong Zhang, Rui Sang +4

Membership inference attacks (MIAs) test whether a specific audio clip was used to train a model, making them a key tool for auditing generative music models for copyright complian…