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Topology-Dependent Privacy Bound For Decentralized Federated Learning

Topology-Dependent Privacy Bound For Decentralized Federated Learning

Qiongxiu Li
Wenrui Yu
Changlong Ji
Richard Heusdens
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Papers citing "Topology-Dependent Privacy Bound For Decentralized Federated Learning"

3 / 3 papers shown
Title
Byzantine-Resilient Federated Learning via Distributed Optimization
Yufei Xia
Wenrui Yu
Qiongxiu Li
AAML
41
0
0
13 Mar 2025
From Centralized to Decentralized Federated Learning: Theoretical Insights, Privacy Preservation, and Robustness Challenges
Qiongxiu Li
Wenrui Yu
Yufei Xia
Jun Pang
FedML
60
1
0
10 Mar 2025
Re-Evaluating Privacy in Centralized and Decentralized Learning: An Information-Theoretical and Empirical Study
Re-Evaluating Privacy in Centralized and Decentralized Learning: An Information-Theoretical and Empirical Study
Changlong Ji
Stephane Maag
Richard Heusdens
Qiongxiu Li
FedML
34
2
0
21 Sep 2024