I am currently a software engineer at Facebook AI. I was an MSCS student at Stanford, where I worked in the Stanford Vision and Learning Lab, specifically in the Partnership in AI-Assisted Care led by Professor Fei-Fei Li and Professor Arnold Milstein. I also worked with Professor Giancarlo Pellegrino at the Stanford Computer Security Laboratory. I worked with multiple security groups during my undergraduate years at the University of Illinois at Urbana-Champaign, including the Illinois Security Lab with Professor Carl Gunter and the Hatswitch group with Professor Nikita Borisov.
I worked on defenses against machine learning attacks covering mechanisms including data poisoning and adversarial perturbations, and privacy-safe deep learning using unintrusive sensors, homomorphic encryption, and differentially-private training, especially within healthcare contexts.
- Coming soon - our work completed during my internship at Microsoft Research was accepted at ICASSP 2020.
- Our work Sentinet will be presented at DLS 2020.