Welcome to the repository that accompanies the paper Closed-Form Bounds for DP-SGD against Record-level Inference by G. Cherubin, B. Köpf, A. Paverd, S. Tople, L. Wutschitz, and S. Zanella-Béguelin.
This repo contains:
- an interactive DP-SGD privacy calculator for membership inference attacks.
- the code to replicate our experiments; see
submission-codefor instructions.
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