Closed-Form Bounds for DP-SGD against Record-level Inference Paper • 2402.14397 • Published Feb 22, 2024
Rethinking Privacy in Machine Learning Pipelines from an Information Flow Control Perspective Paper • 2311.15792 • Published Nov 27, 2023
Analyzing Leakage of Personally Identifiable Information in Language Models Paper • 2302.00539 • Published Feb 1, 2023