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• Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features
  2015 · 680 citations
• eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys
  2017 · 102 citations
• ALOHA: Auxiliary Loss Optimization for Hypothesis Augmentation
  2019 · 8 citations
• That Escalated Quickly: An ML Framework for Alert Prioritization
  2023 · 6 citations
• Learning from Context: Exploiting and Interpreting File Path Information for Better Malware Detection
  2019 · 5 citations
• Improving Zero-Day Malware Testing Methodology Using Statistically Significant Time-Lagged Test Samples
  2016 · 1 citations
• A Framework for Rapidly Developing and Deploying Protection Against Large Language Model Attacks
  2025
• A Simple and Agile Cloud Infrastructure to Support Cybersecurity Oriented Machine Learning Workflows
  2020