I am interested in developing attacks on machine learning systems; most of my work develops attacks demonstrating security and privacy risks of these systems. For this work I have received best paper awards at IEEE S&P (once1), USENIX Security (twice1,2), and ICML (three times1,2,3). My work has been featured in the public media, with coverage from the New York Times, the BBC, Nature Magazine, Science Magazine, Wired, and Popular Science.

When not otherwise busy with research, I write lots of useless code ranging from an obfuscated Tic-Tac-Toe Game written in a single call to printf (which won the IOCCC 2020 Best of Show), to a Doom clone in 13k of WebGL + JavaScript, to a fully functional CPU built on top of Conway's Game of Life.