Cao, Xiaoyu

7 publications

ICLR 2022 Almost Tight L0-Norm Certified Robustness of Top-K Predictions Against Adversarial Perturbations Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Hongbin Liu, Neil Zhenqiang Gong

AAAI 2022 Certified Robustness of Nearest Neighbors Against Data Poisoning and Backdoor Attacks Jinyuan Jia, Yupei Liu, Xiaoyu Cao, Neil Zhenqiang Gong

CVPRW 2022 MPAF: Model Poisoning Attacks to Federated Learning Based on Fake Clients Xiaoyu Cao, Neil Zhenqiang Gong

AAAI 2022 iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control Xiaoyan Cao, Yao Yao, Lanqing Li, Wanpeng Zhang, Zhicheng An, Zhong Zhang, Li Xiao, Shihui Guo, Xiaoyu Cao, Meihong Wu, Dijun Luo

AAAI 2021 Intrinsic Certified Robustness of Bagging Against Data Poisoning Attacks Jinyuan Jia, Xiaoyu Cao, Neil Zhenqiang Gong

AAAI 2021 Provably Secure Federated Learning Against Malicious Clients Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong

ICLR 2020 Certified Robustness for Top-K Predictions Against Adversarial Perturbations via Randomized Smoothing Jinyuan Jia, Xiaoyu Cao, Binghui Wang, Neil Zhenqiang Gong