Membership Inference Attacks Against Self-supervised Speech Models

Wei-Cheng Tseng, Wei-Tsung Kao, Hung-yi Lee

Recently, adapting the idea of self-supervised learning (SSL) on continuous speech has started gaining attention. SSL models pre-trained on a huge amount of unlabeled audio can gen…