NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks

11 June 2022

Papers citing "NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks"

3 / 3 papers shown

Title
Learning Robust and Privacy-Preserving Representations via Information Theory Binghui Zhang Sayedeh Leila Noorbakhsh Yun Dong Yuan Hong Binghui Wang 64 0 0 15 Dec 2024
Inf2Guard: An Information-Theoretic Framework for Learning Privacy-Preserving Representations against Inference Attacks Sayedeh Leila Noorbakhsh Binghui Zhang Yuan Hong Binghui Wang AAML 23 8 0 04 Mar 2024
Systematic Evaluation of Privacy Risks of Machine Learning Models Liwei Song Prateek Mittal MIACV 194 358 0 24 Mar 2020