I am a PhD Candidate at Columbia University, where I work in the Security Group under Professors Suman Jana and Salvatore Stolfo. I am generally interested in Deep Learning based approaches to Program Analysis and Synthesis.
[Oakland S&P Workshops 2018] Simulated User Bots: Real Time Testing of Insider Threat Detection Systems. Preetam Dutta, Gabriel Ryan, Aleksander Zeiba, and Salvatore Stolfo. [paper]
[Oceans 2012] Oversampling MAVS for Reduction of Vortex-Shedding Velocity Sensing Noise. Albert J. Williams, Gabriel Ryan, and Fredrik Thwaites. [paper]
*authors contributed equally.
National Defense Science and Engineering Graduate Fellowship (NDSEG). Won NDSEG Fellowship for proposal “Proximal Gradient Analysis for Vulnerability Detection and Defense.” 2019 [proposal] [personal_statement]
NSF Graduate Research Fellowship Honorable Mention. Received honorable mention for proposal “Modeling and Simulating Adversarial User Behavior with Sequential VAEs.” 2018