I am a PhD student at Univeristy of California, Santa Barbara in the Computer Security Lab advised by Giovannia Vigna and Christopher Kruegel. I am interested in systems security, binary analysis, root causing, ML applications in security. Previously, I worked on ARM TrustZone security, rehosting, and OS security. If you are interested, send me an email, I am happy to talk!
Before starting the PhD, I did a Bachelor’s at FAU. I wrote my thesis on rehosting bootloaders of COTS mobile devices.
Education
University of California, Santa Barbara 2021 - present
PhD in Computer Science
Friedrich-Alexander University Erlangen-Nuremberg 2021 - present
Bachelor of Science in Computer Science, graduated with distinction
Publications
ACTOR: Action-Guided Kernel Fuzzing (USENIX ‘23) pdf cite
Marius Fleischer, Dipanjan Das, Priyanka Bose, Weiheng Bai, Kangjie Lu, Mathias Payer, Christopher Kruegel, Giovanni Vigna
Projects
Speech Style Transfer Fall 2022
- Developed one-click pipeline for speech style transfer based on SOTA models AutoPST, AutoVC
- Evaluated the model performance on a multi-accent name dataset, live data during a demo presentation
Fake News Detection Spring 2022
- Developed an end-to-end data collection pipeline using the Twitter API v1 and v2 that generates a dataset for Graph Neural Network (GNN) models starting from a set of root tweets
- Evaluated the performance of existing GNN models (developed in PyTorch) on multiple social media datasets