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Projects | All »

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Evaluating Robustness of Physical Unclonable Functions (PUFs) for Unmanned Aerial System Authentication via Random Forests & Gradient Boosting »

PUFs have been proposed as a lightweight drone authentication method resistant to man-in-the-middle attacks. But how secure are they against machine learning?  »

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Detecting Cyberattacks In Industrial Control Systems: Ensemble Methods For Binary Classification Of Synchrophasor & Security Logs »

Exploring classification of high-dimensional synchrophasor security log data with ensemble methods  »

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Auto Axelrod Tournament Generator »

A python game theory project to auto-generate multi-strategy Axelrod tournaments, & visualize their results  »

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MLSecops Resources

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Securing AIML Systems in the Age of Information Warfare »

An OODA Loop-based game theoretic model of information warfare in AI/ML systems, with boolean-path threat modeling & cyber resiliency metrics, + a secure, operationalized, platform-agnostic, fully audited debiasing architecture adapted to the canonical MLOps development cycle  »

MLSecOps Reference Repository »

A repo for some of the most influential papers, books, & other media on machine learning operations (MLOps), adversarial machine learning, AIML policy and compliance, ++  »

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Other Projects

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Indigenous.Engineering »

Data science, NLProc, and AIML for the culture  »

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home | resources | github | about | hypr.systems

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