Sampling Attacks: Amplification of Membership Inference Attacks by
Repeated Queries

Sampling Attacks: Amplification of Membership Inference Attacks by Repeated Queries

1 September 2020

Tribhuvanesh Orekondy

Mario Fritz

Papers citing "Sampling Attacks: Amplification of Membership Inference Attacks by Repeated Queries"

5 / 5 papers shown

Title
Membership Inference Attacks by Exploiting Loss Trajectory Yiyong Liu Zhengyu Zhao Michael Backes Yang Zhang 27 98 0 31 Aug 2022
Membership Inference Attacks From First Principles Nicholas Carlini Steve Chien Milad Nasr Shuang Song Andreas Terzis Florian Tramèr MIACV MIALM 34 646 0 07 Dec 2021
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning Yi Shi Y. Sagduyu 21 16 0 22 Jul 2021
Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective Shahbaz Rezaei Zubair Shafiq Xin Liu FedML MIACV 40 13 0 12 May 2021
Membership Inference Attacks on Machine Learning: A Survey Hongsheng Hu Z. Salcic Lichao Sun Gillian Dobbie Philip S. Yu Xuyun Zhang MIACV 35 412 0 14 Mar 2021