Membership Inference Attacks and Privacy in Topic Modeling

Nico Manzonelli, Wanrong Zhang, Salil Vadhan

Recent research shows that large language models are susceptible to privacy attacks that infer aspects of the training data. However, it is unclear if simpler generative models, li…