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2002.05151
Cited By
Wireless Federated Learning with Local Differential Privacy
International Symposium on Information Theory (ISIT), 2020
12 February 2020
Mohamed Seif
Ravi Tandon
Ming Li
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Papers citing
"Wireless Federated Learning with Local Differential Privacy"
15 / 65 papers shown
Privacy Amplification for Federated Learning via User Sampling and Wireless Aggregation
International Symposium on Information Theory (ISIT), 2021
Mohamed Seif
Wei-Ting Chang
Ravi Tandon
FedML
191
51
0
02 Mar 2021
Federated Learning with Local Differential Privacy: Trade-offs between Privacy, Utility, and Communication
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Muah Kim
Onur Gunlu
Rafael F. Schaefer
FedML
267
155
0
09 Feb 2021
Transparent Contribution Evaluation for Secure Federated Learning on Blockchain
Shuaicheng Ma
Yang Cao
L. Xiong
FedML
207
44
0
26 Jan 2021
On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times
Yao Fu
Yipeng Zhou
Di Wu
Shui Yu
Yonggang Wen
Chao Li
FedML
164
13
0
11 Jan 2021
FLaaS: Federated Learning as a Service
N. Kourtellis
Kleomenis Katevas
Diego Perino
FedML
126
67
0
18 Nov 2020
Private Wireless Federated Learning with Anonymous Over-the-Air Computation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Burak Hasircioglu
Deniz Gunduz
FedML
181
37
0
17 Nov 2020
A Theoretical Perspective on Differentially Private Federated Multi-task Learning
Huiwen Wu
Cen Chen
Li Wang
FedML
130
15
0
14 Nov 2020
Strong Privacy and Utility Guarantee: Over-the-Air Statistical Estimation
Wenhao Zhan
158
0
0
26 Oct 2020
A Comprehensive Survey on Local Differential Privacy Toward Data Statistics and Analysis
Italian National Conference on Sensors (INS), 2020
Teng Wang
Xuefeng Zhang
Xuefeng Zhang
Xinyu Yang
284
101
0
11 Oct 2020
Over-the-Air Federated Learning from Heterogeneous Data
IEEE Transactions on Signal Processing (TSP), 2020
Tomer Sery
Stefano Rini
Kobi Cohen
Yonina C. Eldar
FedML
358
213
0
27 Sep 2020
Wireless for Machine Learning
Henrik Hellström
J. M. B. D. Silva
Mohammad Mohammadi Amiri
Mingzhe Chen
Viktoria Fodor
H. Vincent Poor
Carlo Fischione
333
18
0
31 Aug 2020
LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Lichao Sun
Jianwei Qian
Hang Zhang
FedML
241
253
0
31 Jul 2020
Machine Learning Systems for Intelligent Services in the IoT: A Survey
Wiebke Toussaint
Aaron Yi Ding
LRM
265
0
0
29 May 2020
Efficient Federated Learning over Multiple Access Channel with Differential Privacy Constraints
Amir Sonee
Stefano Rini
130
17
0
15 May 2020
On Analog Gradient Descent Learning over Multiple Access Fading Channels
IEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2019
Tomer Sery
Kobi Cohen
175
174
0
20 Aug 2019
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