ClarAVy: A Tool for Scalable and Accurate Malware Family Labeling.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025
Assemblage: Automatic Binary Dataset Construction for Machine Learning.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Probing the Transition to Dataset-Level Privacy in ML Models Using an Output-Specific and Data-Resolved Privacy Profile.
Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security, 2023
A General Framework for Auditing Differentially Private Machine Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Minimizing Compute Costs: When Should We Run More Expensive Malware Analysis?
Proceedings of the Conference on Applied Machine Learning in Information Security, 2022