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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
• A Feature Set of Small Size for the PDF Malware Detection
  2023 · 1 citations
• MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware
  2023 · 1 citations
• MalDICT: Benchmark Datasets on Malware Behaviors, Platforms, Exploitation, and Packers
  2023 · 1 citations
• Automatic Yara Rule Generation Using Biclustering
  2020
• IMCDCF: An Incremental Malware Detection Approach Using Hidden Markov Models
  2023
• Semi-supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection
  2023
• Catch'em all: Classification of Rare, Prominent, and Novel Malware Families
  2024