Xiaoyu Cao

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 56

Top Topics

Nearest Neighbor

Intellectual Property

Top Venues

IEEE Trans. Smart Grid

USENIX Security Symposium

Publications

Xunhang Sun, Xiaoyu Cao, Bo Zeng, Qiaozhu Zhai, Tamer Basar, Xiaohong Guan
Stochastic-Robust Planning of Networked Hydrogen-Electrical Microgrids: A Study on Induced Refueling Demand. CoRR (2024)
Yongtao Chen, Sen Qiu, Zhelong Wang, Hongyu Zhao, Xiaoyu Cao
Multiperceptive Region of Spatial-Temporal Graph Convolutional Shrinkage Network for Arrhythmia Recognition. IEEE Trans. Instrum. Meas. 73 (2024)
Lun Yang, Haoxiang Yang, Xiaoyu Cao, Xiaohong Guan
Distributionally Robust Frequency-Constrained Microgrid Scheduling Towards Seamless Islanding. CoRR (2024)
Yadong Zhou, Wen Li, Xiaoyu Cao, Boayin He, Qi Feng, Fan Yang, Hui Liu, Tiit Kutser, Min Xu, Fei Xiao, Xueer Geng, kai Yu, Yun Du
Spatial-temporal distribution of labeled set bias remote sensing estimation: An implication for supervised machine learning in water quality monitoring. Int. J. Appl. Earth Obs. Geoinformation 131 (2024)
Xiaoyu Cao, Jinyuan Jia, Zaixi Zhang, Neil Zhenqiang Gong
FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information. SP (2023)
Xiaoyan Cao, Yiyao Zheng, Yao Yao, Huapeng Qin, Xiaoyu Cao, Shihui Guo
TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes. CoRR (2023)
Xunhang Sun, Xiaoyu Cao, Bo Zeng, Qiaozhu Zhai, Xiaohong Guan
Multistage Dynamic Planning of Integrated Hydrogen-Electrical Microgrids Under Multiscale Uncertainties. IEEE Trans. Smart Grid 14 (5) (2023)
Xiaoyan Cao, Yao Yao, Lanqing Li, Wanpeng Zhang, Zhicheng An, Zhong Zhang, Li Xiao, Shihui Guo, Xiaoyu Cao, Meihong Wu, Dijun Luo
iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control. AAAI (2022)
Jinyuan Jia, Yupei Liu, Xiaoyu Cao, Neil Zhenqiang Gong
Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks. AAAI (2022)
Meihong Wu, Xiaoyan Cao, Xiaoyu Cao, Shihui Guo
A dataset of ant colonies motion trajectories in indoor and outdoor scenes for social cluster behavior study. CoRR (2022)
Xiaoyu Cao, Neil Zhenqiang Gong
MPAF: Model Poisoning Attacks to Federated Learning based on Fake Clients. CoRR (2022)
Xiaoyu Cao, Xunhang Sun, Zhanbo Xu, Bo Zeng, Xiaohong Guan
Hydrogen-Based Networked Microgrids Planning Through Two-Stage Stochastic Programming With Mixed-Integer Conic Recourse. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Yongji Wu, Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data. USENIX Security Symposium (2022)
Xiaoyu Cao, Neil Zhenqiang Gong
MPAF: Model Poisoning Attacks to Federated Learning based on Fake Clients. CVPR Workshops (2022)
Xiaoyu Cao, Zaixi Zhang, Jinyuan Jia, Neil Zhenqiang Gong
FLCert: Provably Secure Federated Learning against Poisoning Attacks. CoRR (2022)
Zaixi Zhang, Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
FLDetector: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients. KDD (2022)
Xiaoyu Cao, Zaixi Zhang, Jinyuan Jia, Neil Zhenqiang Gong
FLCert: Provably Secure Federated Learning Against Poisoning Attacks. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Xiaoyu Cao, Jinyuan Jia, Zaixi Zhang, Neil Zhenqiang Gong
FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information. CoRR (2022)
Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Hongbin Liu, Neil Zhenqiang Gong
Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations. ICLR (2022)
Zaixi Zhang, Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
FLDetector: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clients. CoRR (2022)
Mingsheng Ma, Shuaipeng Li, Yuanlin Chang, Sheng Zhang, Chenhong Li, Xu Gong, Huiying Xu, Feng Gao, Xiaoyu Cao, Chao-Bo Yan
Efficient and Accurate Simulation of Origin-Destination Flow in Telecommunication Systems. CASE (2022)
Binghui Wang, Jinyuan Jia, Xiaoyu Cao, Neil Zhenqiang Gong
Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation. KDD (2021)
Yongji Wu, Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data. CoRR (2021)
Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
Data Poisoning Attacks to Local Differential Privacy Protocols. USENIX Security Symposium (2021)
Xiaoyu Cao, Yuan Zhang, Peng Du
Robust MMSE Beamforming of Downlink Multi-User MISO Systems in the Presence of Beam Pointing Error. WCSP (2021)
Yuankun Yang, Chenyue Liang, Hongyu He, Xiaoyu Cao, Neil Zhenqiang Gong
FaceGuard: Proactive Deepfake Detection. CoRR (2021)
Xiaoyan Cao, Yao Yao, Lanqing Li, Wanpeng Zhang, Zhicheng An, Zhong Zhang, Shihui Guo, Li Xiao, Xiaoyu Cao, Dijun Luo
IGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control. CoRR (2021)
Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary. AsiaCCS (2021)
Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
Provably Secure Federated Learning against Malicious Clients. AAAI (2021)
Xiaoyu Cao, Minghong Fang, Jia Liu, Neil Zhenqiang Gong
FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping. NDSS (2021)
Jinyuan Jia, Xiaoyu Cao, Neil Zhenqiang Gong
Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks. AAAI (2021)
Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
Provably Secure Federated Learning against Malicious Clients. CoRR (2021)
Xiaoyu Cao, Neil Zhenqiang Gong
Understanding the Security of Deepfake Detection. ICDF2C (2021)
Xiaoyu Cao, Neil Zhenqiang Gong
Understanding the Security of Deepfake Detection. CoRR (2021)
Binghui Wang, Jinyuan Jia, Xiaoyu Cao, Neil Zhenqiang Gong
Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation. CoRR (2020)
Xiaoyu Cao, Jianxue Wang, Jianhui Wang, Bo Zeng
A Risk-Averse Conic Model for Networked Microgrids Planning With Reconfiguration and Reorganizations. IEEE Trans. Smart Grid 11 (1) (2020)
Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Hongbin Liu, Neil Zhenqiang Gong
Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations. CoRR (2020)
Minghong Fang, Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
Local Model Poisoning Attacks to Byzantine-Robust Federated Learning. USENIX Security Symposium (2020)
Jinyuan Jia, Xiaoyu Cao, Neil Zhenqiang Gong
Certified Robustness of Nearest Neighbors against Data Poisoning Attacks. CoRR (2020)
Xiaoyu Cao, Minghong Fang, Jia Liu, Neil Zhenqiang Gong
FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping. CoRR (2020)
Jinyuan Jia, Xiaoyu Cao, Binghui Wang, Neil Zhenqiang Gong
Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing. ICLR (2020)
Jinyuan Jia, Xiaoyu Cao, Neil Zhenqiang Gong
Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks. CoRR (2020)
Binghui Wang, Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
On Certifying Robustness against Backdoor Attacks via Randomized Smoothing. CoRR (2020)
Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Neil Zhenqiang Gong
Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing. CoRR (2020)
Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Neil Zhenqiang Gong
Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized Smoothing. WWW (2020)
Xiaoyu Cao, Jianxue Wang, Bo Zeng
Networked Microgrids Planning Through Chance Constrained Stochastic Conic Programming. IEEE Trans. Smart Grid 10 (6) (2019)
Xiaoyu Cao
The Semantic Analysis and Representation of "Hai-NP-Ne" Construction with NP Quoted from Context. CLSW (2019)
Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
Data Poisoning Attacks to Local Differential Privacy Protocols. CoRR (2019)
Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
IPGuard: Protecting the Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary. CoRR (2019)
Jinyuan Jia, Xiaoyu Cao, Binghui Wang, Neil Zhenqiang Gong
Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing. CoRR (2019)
Minghong Fang, Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
Local Model Poisoning Attacks to Byzantine-Robust Federated Learning. CoRR (2019)
Xiaoyu Cao, Jianxue Wang, Bo Zeng
Distributed Generation Planning Guidance Through Feasibility and Profit Analysis. IEEE Trans. Smart Grid 9 (5) (2018)
Neil Zhenqiang Gong, Altay Ozen, Yu Wu, Xiaoyu Cao, Eui Chul Richard Shin, Dawn Xiaodong Song, Hongxia Jin, Xuan Bao
PIANO: Proximity-based User Authentication on Voice-Powered Internet-of-Things Devices. CoRR (2017)
Neil Zhenqiang Gong, Altay Ozen, Yu Wu, Xiaoyu Cao, Richard Shin, Dawn Song, Hongxia Jin, Xuan Bao
PIANO: Proximity-Based User Authentication on Voice-Powered Internet-of-Things Devices. ICDCS (2017)
Xiaoyu Cao, Neil Zhenqiang Gong
Mitigating Evasion Attacks to Deep Neural Networks via Region-based Classification. ACSAC (2017)
Xiaoyu Cao, Neil Zhenqiang Gong
Mitigating Evasion Attacks to Deep Neural Networks via Region-based Classification. CoRR (2017)
Jianxue Wang, Jianming Lu, Zhaohong Bie, Shutang You, Xiaoyu Cao
Long-Term Maintenance Scheduling of Smart Distribution System through a PSO-TS Algorithm. J. Appl. Math. 2014 (2014)