Yanbo Dai

personal web: https://ybdai7.github.io/

Research Interests

• Federated learning security
• Backdoor attacks and defenses

Education

• 2024.09 - now, The Hong Kong University of Science and Technology, HongKong SAR, China, Ph.D. in Computer Science and Engineering
• 2022.09-2024.06, The Hong Kong University of Science and Technology(Guangzhou), Guangdong, China, M.phil. in Internet of Things
• 2018.09-2022.06, Chongqing University, Chongqing, China, B.Eng. in Electronic Information Engineering

Publications

indicates equal contribution

[1].BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federated Learning Songze Li, Yanbo Dai To be appeared in Usenix Security 2024.

[2].Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning Yanbo Dai, Songze Li ICML’23

[3].Deep Domain Adaptation for Predicting Intra-AbdominalPressure with Multichannel Attention Fusion Radar Chip Hao Tang, Yanbo Dai, Dongchu Zhao, Zhiwei Sun, Fuqiang Chen, Yiliang Zhu,Huaping Liang, Hailin Cao, and Lianyang Zhang Advanced Intelligent Systems.