Xiaoyu Cao

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

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

Breaking the Rate-Loss Bound of Quantum Key Distribution with Asynchronous Two-Photon Interference

Yuan-Mei Xie, Yu-Shuo Lu, Chen-Xun Weng et al. · PRX Quantum · 2022 · 261 citations · Full text

Mitigating Evasion Attacks to Deep Neural Networks via Region-based Classification

Xiaoyu Cao, Neil Zhenqiang Gong · 2017 · 177 citations

Artificial Intelligence, Deep Neural Networks, Deepfake Detection +15

Local Model Poisoning Attacks to Byzantine-Robust Federated Learning

Minghong Fang, Xiaoyu Cao, Jinyuan Jia et al. · arXiv (Cornell University) · 2019 · 174 citations · Full text

Hardware Security, Local Model, Multiple Client Devices +15