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 and Mashor Housh.
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.
Excellent Instructor and Teaching Assitance in the courses:
* Machine Learning in Portfolio Selection
* Big Data Gathering and Management Lab
* Software Engineering 2 - MLOPs
* Cognition in Information Visualization