Concepedia

Xiaoyu Cao

XC

Statistics

Publications

33

Citations

3K

H-Index

22

Active since

2017

Affiliations

Duke University(Current)

Nanjing University

Collaborative Innovation Center of Advanced Microstructures

Chinese Academy of Sciences

Iowa State University

Xiaoyu Cao is an author at Duke University specializing in computing, computer science, and machine learning.

Publications per year

2017–2025

33

Publications

33

FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping

Xiaoyu Cao, Minghong Fang, Jia Liu et al. · 2021 · 790 citations · Full text

Computing, Computer Science, Data Mining +10

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 · 296 citations

Computing, Computer Science, Computer Systems +8

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 · 277 citations · Full text

Natural Sciences, Physics, Cryptography +14

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

Xiaoyu Cao, Neil Zhenqiang Gong · 2017 · 178 citations

Computing, Computer Science, Cybersecurity +10

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

Computing, Computer Science, Information Technology +10

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