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Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning

Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning

Hongsheng Hu
Xuyun Zhang
Z. Salcic
Lichao Sun
K. Choo
Gillian Dobbie
ArXiv (abs)PDFHTML

Papers citing "Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning"

5 / 5 papers shown
Title
Towards Resilient Federated Learning in CyberEdge Networks: Recent Advances and Future Trends
Towards Resilient Federated Learning in CyberEdge Networks: Recent Advances and Future Trends
Kai Li
Zhengyang Zhang
Azadeh Pourkabirian
Wei Ni
Falko Dressler
Ozgur B. Akan
151
0
0
01 Apr 2025
Rethinking Membership Inference Attacks Against Transfer Learning
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
153
36
0
20 Jan 2025
Subject Data Auditing via Source Inference Attack in Cross-Silo Federated Learning
Subject Data Auditing via Source Inference Attack in Cross-Silo Federated Learning
Jiaxin Li
Marco Arazzi
Antonino Nocera
Mauro Conti
73
2
0
28 Sep 2024
Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training
Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training
Huitong Jin
Yipeng Zhou
Laizhong Cui
Quan Z. Sheng
AI4CE
74
0
0
18 Aug 2024
Private Data Leakage in Federated Human Activity Recognition for Wearable Healthcare Devices
Private Data Leakage in Federated Human Activity Recognition for Wearable Healthcare Devices
Kongyang Chen
Dongping Zhang
Sijia Guan
Bing Mi
Jiaxing Shen
Guoqing Wang
FedML
77
1
0
14 May 2024

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