Understanding Membership Inferences on Well-Generalized Learning Models

13 February 2018

Papers citing "Understanding Membership Inferences on Well-Generalized Learning Models"

8 / 8 papers shown

Title
One-Shot Clustering for Federated Learning Maciej Krzysztof Zuziak Roberto Pellungrini Salvatore Rinzivillo FedML 110 0 0 06 Mar 2025
Rethinking Membership Inference Attacks Against Transfer Learning Yanwei Yue Jing Chen Qianru Fang Kun He Ziming Zhao Hao Ren Guowen Xu Yang Liu Yang Xiang 104 34 0 20 Jan 2025
Robust Physical-World Attacks on Deep Learning Models Kevin Eykholt Ivan Evtimov Earlence Fernandes Yue Liu Amir Rahmati Chaowei Xiao Atul Prakash Tadayoshi Kohno D. Song AAML 50 594 0 27 Jul 2017
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning Briland Hitaj G. Ateniese Fernando Perez-Cruz FedML 109 1,385 0 24 Feb 2017
Adversarial examples for generative models Jernej Kos Ian S. Fischer D. Song GAN 60 273 0 22 Feb 2017
Delving into Transferable Adversarial Examples and Black-box Attacks Yanpei Liu Xinyun Chen Chang-rui Liu D. Song AAML 133 1,727 0 08 Nov 2016
Membership Inference Attacks against Machine Learning Models Reza Shokri M. Stronati Congzheng Song Vitaly Shmatikov SLR MIALM MIACV 221 4,075 0 18 Oct 2016
Differential Privacy: on the trade-off between Utility and Information Leakage Mário S. Alvim M. Andrés K. Chatzikokolakis P. Degano C. Palamidessi 83 145 0 27 Mar 2011