Visual Privacy Auditing with Diffusion Models

no code implementations • 12 Mar 2024 • Kristian Schwethelm, Johannes Kaiser, Moritz Knolle, Daniel Rueckert, Georgios Kaissis, Alexander Ziller

We propose a reconstruction attack based on diffusion models (DMs) that assumes adversary access to real-world image priors and assess its implications on privacy leakage under DP-SGD.

Image Reconstruction Reconstruction Attack