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• A Survey of Machine Learning Methods and Challenges for Windows Malware Classification
  2020 · 37 citations
• Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery
  2021 · 3 citations
• Marvolo: Programmatic Data Augmentation for Practical ML-Driven Malware Detection
  2022 · 3 citations
• Connecting Lyapunov Control Theory to Adversarial Attacks
  2019 · 2 citations
• MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers
  2023 · 1 citations
• Hamm-Grams: An Algorithm for Mining Regular Expressions of Bytes
  2026
• Proceedings of the Artificial Intelligence for Cyber Security (AICS) Workshop at AAAI 2022
  2022