Hi, I'm Mansi Phute

I'm a Masters in Computer Science student at Georgia Tech
My research focuses on the security and explainability of multimodal foundation models. I work on developing explanations for ML systems, analyzing them to identify vulnerabilities, and finding solutions to mitigate these issues. My work spans a wide range of application areas, including multi-object robust tracking in computer vision, developing defenses against attacks on large language models, and understanding large language models and the insights they can give us into human interactions.
I am currently working as a Research Assistant at Georgia Tech with Polo Chau as a part of the Polo Club of Data Science.
I have collaborated with designers, developers, and scientists at Intel Labs, Nanyang Technological University, and Dassault Systems.

Featured Research Publications

By Self Examination, LLMs Know They Are Being Tricked!
Under review
Architectural Design Principles for Adversarially Robust CNNs
British Machine Vision Conference (BMVC) 2023