Sasi Kumar Murakonda

Ultimate Power of Inference Attacks: Privacy Risks of High-Dimensional Models.

2019 · arXiv (Cornell University)

Models leak information about their training data. This enables attackers to infer sensitive information about their training sets, notably determine if a data sample was part of the model's training set. The existing works empirically …