Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study

Myeongseob Ko, Ming Jin, Chenguang Wang +1

Membership inference attacks (MIAs) aim to infer whether a data point has been used to train a machine learning model. These attacks can be employed to identify potential privacy v…