Xiaoyu Cao

Joined

September 2019

Names

Xiaoyu Cao (Preferred)

Emails

****@duke.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Duke University (duke.edu)

2016 – 2022

Advisors, Relations & Conflicts

PhD Advisor

2016 – Present

Expertise

No areas of expertise listed

Publications

MPAF: Model Poisoning Attacks to Federated Learning based on Fake Clients
Xiaoyu Cao, Neil Zhenqiang Gong
- 2022 (modified: 04 Apr 2022)
- CoRR 2022
- Readers: Everyone
Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations
Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Hongbin Liu, Neil Zhenqiang Gong
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone
Provably Secure Federated Learning against Malicious Clients
Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
- 18 May 2021 (modified: 19 Nov 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping
Xiaoyu Cao, Minghong Fang, Jia Liu, Neil Zhenqiang Gong
- 18 May 2021 (modified: 19 Nov 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
Provably Secure Federated Learning against Malicious Clients
Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
- 2021 (modified: 04 Apr 2022)
- AAAI 2021
- Readers: Everyone
Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks
Jinyuan Jia, Xiaoyu Cao, Neil Zhenqiang Gong
- 2021 (modified: 04 Apr 2022)
- AAAI 2021
- Readers: Everyone
IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary
Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
- 2021 (modified: 04 Apr 2022)
- AsiaCCS 2021
- Readers: Everyone
FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping
Xiaoyu Cao, Minghong Fang, Jia Liu, Neil Zhenqiang Gong
- 2021 (modified: 04 Apr 2022)
- NDSS 2021
- Readers: Everyone
Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation
Binghui Wang, Jinyuan Jia, Xiaoyu Cao, Neil Zhenqiang Gong
- 2021 (modified: 04 Apr 2022)
- KDD 2021
- Readers: Everyone
Data Poisoning Attacks to Local Differential Privacy Protocols
Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong
- 2021 (modified: 04 Apr 2022)
- USENIX Security Symposium 2021
- Readers: Everyone

View all 17 publications

Co-Authors