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Sampling Attacks: Amplification of Membership Inference Attacks by Repeated Queries

Sampling Attacks: Amplification of Membership Inference Attacks by Repeated Queries

Shadi Rahimian
Tribhuvanesh Orekondy
Mario Fritz
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Papers citing "Sampling Attacks: Amplification of Membership Inference Attacks by Repeated Queries"

5 / 5 papers shown
Title
Membership Inference Attacks by Exploiting Loss Trajectory
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
Membership Inference Attacks From First Principles
Nicholas Carlini
Steve Chien
Milad Nasr
Shuang Song
Andreas Terzis
Florian Tramèr
MIACV
MIALM
31
646
0
07 Dec 2021
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning
Yi Shi
Y. Sagduyu
19
16
0
22 Jul 2021
Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective
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
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