Learning to Evade Static PE Machine Learning Malware Models via Reinforcement Learning. - Hyrum S. Anderson; Anant Kharkar; Bobby Filar; David Evans 001; Phil Roth 002 (CoRR, 2018)

EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models. - Hyrum S. Anderson; Phil Roth 002 (CoRR, 2018)

EMBER2024 - A Benchmark Dataset for Holistic Evaluation of Malware Classifiers. - Robert J. Joyce; Gideon Miller; Phil Roth 002; Richard Zak; Elliott Zaresky-Williams; Hyrum S. Anderson; Edward Raff; James Holt (CoRR, 2025)