Broken Promises: Measuring Confounding Effects in Learning-based Vulnerability Discovery.
Proc. of the 16th ACM Workshop on Artificial Intelligence and Security (AISEC), 2023. (to appear)
Machine Unlearning of Features and Labels.
Proc. of the 30th Network and Distributed System Security Symposium (NDSS), 2023.
TagVet: Vetting Malware Tags using Explainable Machine Learning.
Proc. of the 14th ACM European Workshop on Systems Security (EuroSec), 2021.
Against All Odds: Winning the Defense Challenge in an Evasion Competition with Diversification.
Technical report, arXiv:2010.09569, 2020.