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Differentially Private Federated Learning: A Systematic Review
14 May 2024
Jie Fu
Yuan Hong
Xinpeng Ling
Leixia Wang
Xun Ran
Zhiyu Sun
Wendy Hui Wang
Zhili Chen
Yang Cao
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Papers citing
"Differentially Private Federated Learning: A Systematic Review"
11 / 11 papers shown
Differential Privacy for Euclidean Jordan Algebra with Applications to Private Symmetric Cone Programming
Zhao Song
Jianfei Xue
Lichen Zhang
212
0
0
21 Sep 2025
PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative APIs
Jianqing Zhang
Yang Liu
Jie Fu
Yang Hua
Tianyuan Zou
Jian Cao
Qiang Yang
258
2
0
04 Jun 2025
Accelerated Training of Federated Learning via Second-Order Methods
Mrinmay Sen
Sidhant R Nair
C Krishna Mohan
FedML
260
0
0
29 May 2025
EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression
Tong Cheng
Fu Jie
Xinpeng Ling
Huifa Li
Zhili Chen
Haifeng Qian
Junqing Gong
AAML
FedML
424
1
0
21 May 2025
VDDP: Verifiable Distributed Differential Privacy under the Client-Server-Verifier Setup
Haochen Sun
Xi He
396
1
0
30 Apr 2025
On Model Protection in Federated Learning against Eavesdropping Attacks
Dipankar Maity
Kushal Chakrabarti
FedML
297
2
0
02 Apr 2025
Single-cell Curriculum Learning-based Deep Graph Embedding Clustering
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Huifa Li
Jie Fu
Xinpeng Ling
Zhiyu Sun
Kuncan Wang
Zhili Chen
165
0
0
20 Aug 2024
Universally Harmonizing Differential Privacy Mechanisms for Federated Learning: Boosting Accuracy and Convergence
Shuya Feng
Meisam Mohammady
Hanbin Hong
Shenao Yan
Ashish Kundu
Binghui Wang
Yuan Hong
FedML
454
5
0
20 Jul 2024
Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges
Yanli Li
Zhongliang Guo
Nan Yang
Huaming Chen
Dong Yuan
Weiping Ding
FedML
390
29
0
09 Jul 2024
Learning with User-Level Local Differential Privacy
Puning Zhao
Li Shen
Rongfei Fan
Qingming Li
Huiwen Wu
Yan Han
Zhe Liu
253
5
0
27 May 2024
A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy
Puning Zhao
Lifeng Lai
Li Shen
Qingming Li
Yan Han
Zhe Liu
321
14
0
22 May 2024
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