Sparsity in neural networks can improve their privacy

no code implementations • 20 Apr 2023 • Antoine Gonon, Léon Zheng, Clément Lalanne, Quoc-Tung Le, Guillaume Lauga, Can Pouliquen

This article measures how sparsity can make neural networks more robust to membership inference attacks.

Sparsity in neural networks can increase their privacy

no code implementations • 11 Apr 2023 • Antoine Gonon, Léon Zheng, Clément Lalanne, Quoc-Tung Le, Guillaume Lauga, Can Pouliquen

This article measures how sparsity can make neural networks more robust to membership inference attacks.