Jinyuan Jia

MemGuard

Jinyuan Jia, Ahmed Salem, Michael Backes et al. · 2019 · 316 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +17

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 · 266 citations

Engineering, Machine Learning, Evasion Technique +18

Provably Secure Federated Learning against Malicious Clients

Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 132 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning

Jinyuan Jia, Yupei Liu, Neil Zhenqiang Gong · 2022 IEEE Symposium on Security and Privacy (SP) · 2022 · 128 citations

IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary

Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong · 2021 · 120 citations

Engineering, Machine Learning, Information Security +20