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• Learning The PE Header, Malware Detection With Minimal Domain Knowledge
  2017 · 129 citations
• A Survey of Machine Learning Methods and Challenges for Windows Malware Classification
  2020 · 37 citations
• Static Malware Detection & Subterfuge: Quantifying the Robustness of Machine Learning and Current Anti-Virus
  2018 · 35 citations
• Leveraging Uncertainty For Improved Static Malware Detection Under Extreme False Positive Constraints
  2021 · 9 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