Proof-of-Contribution-Based Design for Collaborative Machine Learning on
Blockchain

Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain

27 February 2023

Baturalp Buyukates

Salman Avestimehr

Papers citing "Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain"

4 / 4 papers shown

Title
The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning Joshua C. Zhao A. Elkordy Atul Sharma Yahya H. Ezzeldin A. Avestimehr S. Bagchi FedML 35 12 0 27 Mar 2023
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning Jinhyun So Chaoyang He Chien-Sheng Yang Songze Li Qian-long Yu Ramy E. Ali Başak Güler Salman Avestimehr FedML 57 164 0 29 Sep 2021
Privacy and Robustness in Federated Learning: Attacks and Defenses Lingjuan Lyu Han Yu Xingjun Ma Chen Chen Lichao Sun Jun Zhao Qiang Yang Philip S. Yu FedML 172 355 0 07 Dec 2020
FedML: A Research Library and Benchmark for Federated Machine Learning Chaoyang He Songze Li Jinhyun So Xiao Zeng Mi Zhang ... Yang Liu Ramesh Raskar Qiang Yang M. Annavaram Salman Avestimehr FedML 165 564 0 27 Jul 2020