Vasisht Duddu

I am a distinguished postdoctoral fellow at Vector Institute for Artificial Intelligence advised by Tim Rudner (University of Toronto) and Xi He (University of Waterloo). I received my Ph.D. and Master’s in Computer Science from University of Waterloo advised by N. Asokan, and my undergraduate from IIIT-Delhi. Research: I work on trustworthy machine learning systems by grounding my research in systems security principles: - Assessing Risks: Define realistic threat models to evaluate risks to security, privacy, safety, fairness, transparency - Designing Defenses: Formulate design requirements for defenses (e.g., effective, efficient, robust) - Holistic System Analysis: Study interactions of ML models with system components - Technical Governance: Design mechanisms for accountability and regulatory compliance

Personal Website

https://vasishtduddu.github.io/

Projects

No grants recorded.