Papers

Research from my university years on machine learning and security.

  1. 01

    Navigating Cyber Threats: A Deep Dive into ML Model Performance

    Compared ML models on malware detection, then tuned the best ones. The focus was hyperparameters.

    pdf doi ↗ (opens in a new tab) university research ·
  2. 02

    Cybersecurity in the Machine Learning Lens: Challenges and Solutions

    Where ML helps malware classification, where it breaks, and what fixes it.

    pdf doi ↗ (opens in a new tab) university research ·
  3. 03

    Methods for a Detumbling Algorithm for 2U CubeSat

    Compared the control laws that stop a 2U CubeSat tumbling.

    pdf doi ↗ (opens in a new tab) university research ·