Zihao Liu
Position
- PhD Student
Zihao Liu is a Ph.D. student in the Department of Computer Science at Iowa State University. He is currently working under the supervision of Dr. Chenglin Miao. His Ph.D. research topic is developing novel and trustworthy algorithms to address security and privacy concerns raised by modern AI technology.
Area of Expertise
- Security and Privacy
- Deepfake Detection and Prevention
- Cyber-physical Systems
Education
- B.E., Jiangsu Normal University
- M.S., Computer Science, Jackson State University
Publications
- Towards Backdoor Attacks against LiDAR Object Detection in Autonomous Driving (https://dl.acm.org/doi/10.1145/3560905.3568539) [Zhang, Yan, et al. "Towards backdoor attacks against lidar object detection in autonomous driving." Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems. 2022.]
- Protecting Your Voice from Speech Synthesis Attacks (https://dl.acm.org/doi/10.1145/3627106.3627183) [Liu, Zihao, Yan Zhang, and Chenglin Miao. "Protecting Your Voice from Speech Synthesis Attacks." Proceedings of the 39th Annual Computer Security Applications Conference. 2023.
- Backdoor Attacks via Machine Unlearning (https://ojs.aaai.org/index.php/AAAI/article/view/29321) [Liu, Zihao, et al. "Backdoor attacks via machine unlearning." Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 38. No. 13. 2024.