I’m a PhD candidate at the Technion – Israel Institute of Technology, studying in the Data and Decision sciences faculty, advised by Prof. Barak Fishbain.
In my research, I explore Cyber-Physical Systems (CPS) that integrate GenAI methodologies and feature Human-in-the-loop interactions, with a specific emphasis on their security and operational aspects. On one front, my focus involves a meticulous analysis of the foundational components of GenAI models. Here, I meticulously examine these models, identifying potential vulnerabilities, and developing strategies to exploit, attack, and subsequently defend them. The overarching goal is to contribute to the creation of a more resilient and robust GenAI ecosystem.
On the other front, my research takes a proactive stance by investigating how GenAI methodologies can be leveraged to enhance both the security and operational efficiency of Cyber-Physical Systems that interface with human interactions. By exploring innovative ways in which GenAI can be integrated into these systems, I aim to identify novel approaches that not only fortify security measures but also optimize the overall performance of CPS in collaboration with human interactions.
Teaching Assitance in the courses:
* Machine Learning in Portfolio Selection
* Big Data Gathering and Management Lab
* Software Engineering 2 - MLOPs
* Cognition in Information Visualization