Neil Zhenqiang Gong

FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Xiaoyu Cao, Minghong Fang, Jia Liu et al. · 2021 · 720 citations · Full text

Service Provider, Engineering, Machine Learning +16

Stealing Hyperparameters in Machine Learning

Binghui Wang, Neil Zhenqiang Gong · 2018 · 442 citations · Full text

Artificial Intelligence, Hardware Security, Different Hyperparameters +15

MemGuard

Jinyuan Jia, Ahmed Salem, Michael Backes et al. · 2019 · 316 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +17

FLDetector: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients

Zaixi Zhang, Xiaoyu Cao, Jinyuan Jia et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 266 citations

Engineering, Machine Learning, Evasion Technique +18

On the Feasibility of Internet-Scale Author Identification

Arvind Narayanan, Hristo S. Paskov, Neil Zhenqiang Gong et al. · 2012 · 258 citations