معرفی
Zinovi Rabinovich is an Assistant Professor in the School of Computer Science at Carleton University, Ottawa. He previously held positions at Nanyang Technological University (Singapore), Mobileye Vision Technologies, Bar-Ilan University (Postdoctoral Researcher), and the University of Southampton (Research Fellow). He earned his Ph.D. in Computer Science from the Hebrew University of Jerusalem in 2008.
Education:
- Ph.D. in Computer Science, Hebrew University of Jerusalem, 2008
Research Interests:
Focuses on manipulating decision behavior and perceptual control in AI systems, particularly in adversarial scenarios. Current work addresses Behavior Cultivation (Backdoor attacks/Environment Poisoning) against Reinforcement Learning, leveraging deep learning, game theory, and evolutionary methods. Key themes include scalability, stealth, and applicability of attacks across learning frameworks. Projects include Choice Manipulation and Security Games and Mixed Initiative DCOPs under grants from the Ministry of Education (Singapore).
Awards: None explicitly listed.
Advising & Grants:
- Advises PhD students: Hang Xu, Rundong Wang, Ridhima Bector
- Recipient of AcRF Tier-1 grant for Mixed Initiative DCOPs research
Labs/Teams: Leads The Lab of Z, focusing on ethically grounded AI and its societal implications.
