~/talk

Data Driven APT Attribution and AI/ML Research

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A free desktop app called FIT Adversary Finder uses the MITRE ATT&CK database, Python and a neo4j graph to map observed TTP IDs or names to APT profiles and mitigation steps, returning ranked matches (example shown: 36% match) and relationship graphs; the tool runs and is being released to GitHub. A planned ML layer extracts TTPs from free text and uses federated learning so models—not raw data—are shared; the ML work is proof-of-concept and needs collaborative training data.

AI-written summary · about

  1. 0:00Intro
  2. 0:50Objective
  3. 2:52Explanation
  4. 10:30Solution
  5. 16:44Collaboration
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