225 citations · 805 across the 24 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.LG2021
Gradient-Leakage Resilient Federated Learning
Wenqi Wei, Ling Liu, Yanzhao Wu +2
Federated learning(FL) is an emerging distributed learning paradigm with default client privacy because clients can keep sensitive data on their devices and only share local traini…
cs.CR2021★ 2 cited
Security and Privacy for Healthcare Blockchains
Rui Zhang, Rui Xue, Ling Liu
Healthcare blockchains provide an innovative way to store healthcare information, execute healthcare transactions, and build trust for healthcare data sharing and data integration…
cs.CR2021★ 1 cited
De-Pois: An Attack-Agnostic Defense against Data Poisoning Attacks
Jian Chen, Xuxin Zhang, Rui Zhang +2
Machine learning techniques have been widely applied to various applications. However, they are potentially vulnerable to data poisoning attacks, where sophisticated attackers can…