Security engineering

Projects

  1. Panopticon

    Behavioural abuse detection that finds coordinated attacks by clustering on behaviour and JA4 TLS fingerprints instead of IP address, with a population check that flags fleets that look too unique to be real.

    Go (edge, no dependencies), Python (detection engine) Open-source tools

Writing

  1. Panopticon: Behavioural Abuse Detection Engine

    Medium (first published externally)

  2. 5 Best Open-Source Tools to Defend Against Autonomous Cyberattacks

    Medium (first published externally)

  3. Building an Autonomous AI Security Shield for Enterprise Architecture

    Medium (first published externally)