Liu, Bo

When Machine Learning Meets Privacy: A Survey and Outlook

Liu, B., Ding, M., Shaham, S., Rahayu, W., Farokhi, F., & Lin, Z. (2022) · ACM Computing Surveys

Privacy-Preserving Technologies in DataPrivacy, Security, and Data Protection

Cited by 455

Trusted AI in Multiagent Systems: An Overview of Privacy and Security for Distributed Learning

Ma, C., Li, J., Wei, K., Liu, B., Ding, M., Yuan, L., Han, Z., & Vincent Poor, H. (2023) · Proceedings of the IEEE

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 96

The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies

He, F., Zhu, T., Ye, D., Liu, B., Zhou, W., & Yu, P. S. (2024) · arXiv

Adversarial Robustness in Machine LearningPrivacy-Preserving Technologies in Data

Cited by 60

The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies

He, F., Zhu, T., Ye, D., Liu, B., Zhou, W., & Yu, P. S. (2026) · ACM Computing Surveys

Adversarial Robustness in Machine LearningPrivacy-Preserving Technologies in Data

Cited by 58

TI 2 Net: Temporal Identity Inconsistency Network for Deepfake Detection

Liu, B., Liu, B., Ding, M., Zhu, T., & Yu, X. (2023) · 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Digital Media Forensic DetectionFace recognition and analysis

Cited by 50

Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons

Han, L., Gao, R., Kim, M., Tao, X., Liu, B., & Metaxas, D. (2020) · Proceedings of the AAAI Conference on Artificial Intelligence

Generative Adversarial Networks and Image SynthesisDigital Media Forensic Detection

Cited by 13

A Dynamic Spatiotemporal Deep Learning Solution for Cloud–Edge Collaborative Industrial Control System Distributed Denial of Service Attack Detection

Cao, Z., Liu, B., Gao, D., Zhou, D., Han, X., & Cao, J. (2025) · Electronics

Network Security and Intrusion DetectionInternet Traffic Analysis and Secure E-voting

Cited by 7

RHAD: A Reinforced Heterogeneous Anomaly Detector for Robust Industrial Control System Security

Han, X., Niu, Y., Cao, Z., Zhou, D., & Liu, B. (2025) · Electronics

Network Security and Intrusion DetectionSmart Grid Security and Resilience

Cited by 5