Efficient passive membership inference attack in federated learning

Efficient passive membership inference attack in federated learning

31 October 2021

Giovanni Neglia

Papers citing "Efficient passive membership inference attack in federated learning"

10 / 10 papers shown

Title
Membership Inference Attacks and Defenses in Federated Learning: A Survey Li Bai Haibo Hu Qingqing Ye Haoyang Li Leixia Wang Jianliang Xu FedML 90 14 0 09 Dec 2024
Subject Data Auditing via Source Inference Attack in Cross-Silo Federated Learning Jiaxin Li Marco Arazzi Antonino Nocera Mauro Conti 38 2 0 28 Sep 2024
Privacy-Preserving Heterogeneous Federated Learning for Sensitive Healthcare Data Yukai Xu Jingfeng Zhang Yujie Gu FedML 35 1 0 15 Jun 2024
FedMIA: An Effective Membership Inference Attack Exploiting "All for One" Principle in Federated Learning Gongxi Zhu Donghao Li Hanlin Gu Yuxing Han Yuan Yao Lixin Fan 47 2 0 09 Feb 2024
Flexible Differentially Private Vertical Federated Learning with Adaptive Feature Embeddings Yuxi Mi Hongquan Liu Yewei Xia Yiheng Sun Jihong Guan Shuigeng Zhou FedML 30 1 0 26 Jul 2023
A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency Jiawei Shao Zijian Li Wenqiang Sun Tailin Zhou Yuchang Sun Lumin Liu Zehong Lin Yuyi Mao Jun Zhang FedML 50 23 0 20 Jul 2023
RecUP-FL: Reconciling Utility and Privacy in Federated Learning via User-configurable Privacy Defense Yue-li Cui Syed Imran Ali Meerza Zhuohang Li Luyang Liu Jiaxin Zhang Jian-Dong Liu AAML FedML 39 4 0 11 Apr 2023
Towards Sparsified Federated Neuroimaging Models via Weight Pruning Dimitris Stripelis Umang Gupta Nikhil J. Dhinagar Greg Ver Steeg Paul M. Thompson J. Ambite FedML 34 0 0 24 Aug 2022
PPA: Preference Profiling Attack Against Federated Learning Chunyi Zhou Yansong Gao Anmin Fu Kai Chen Zhiyang Dai Zhi-Li Zhang Minhui Xue Yuqing Zhang AAML 30 22 0 10 Feb 2022
The Power of Linear Reconstruction Attacks S. Kasiviswanathan M. Rudelson Adam D. Smith AAML 62 54 0 08 Oct 2012