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Xiaoyu Cao
ORCID
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 52
Top Topics
Intellectual Property
Neural Network
Indoor And Outdoor Scenes
Multistage
Top Venues
CoRR
IEEE Trans. Smart Grid
AAAI
USENIX Security Symposium
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Publications
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Lun Yang
,
Haoxiang Yang
,
Xiaoyu Cao
,
Xiaohong Guan
Distributionally Robust Frequency-Constrained Microgrid Scheduling Towards Seamless Islanding.
CoRR
(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.
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)