I am interested in the intersection of machine learning and computer security. In my recent line of work, I have been studying data poisoning attacks against neural networks. I joined Microsoft Research's Privacy in AI (PAI) team in the summer of 2022 and studied large language models of code and their vulnerabilities to data poisoning attacks.
9ytelapse / my time-lapse shots on Instagram
Terrariums / my YouTube channel
Fantasy Premier League / my FPL account
DeepCASE: Semi-Supervised Contextual Analysis of Security Events
Bullseye Polytope: A Scalable Clean-Label Poisoning Attack with Improved Transferability
Bran: Reduce Vulnerability Search Space in Large Open Source Repositories by Learning Bug Symptoms
One Size Does Not Fit All: A Longitudinal Analysis of Brazilian Financial Malware
Neurlux: Dynamic Malware Analysis Without Feature Engineering
Detecting Deceptive Reviews using Generative Adversarial Networks
Think Outside the Dataset: Finding Fraudulent Reviews using Cross-Dataset Analysis
Towards Automatically Generating a Sound and Complete Dataset for Evaluating Static Analysis Tools