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aviation-security

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Rule-based UEBA pipeline for aviation insider threat detection. Generates ~180K synthetic logs, scores risk per employee with compound event detection, runs Sigma rules, and visualises everything on a live Streamlit dashboard. No SIEM required.

  • Updated Jun 3, 2026
  • Python

A hybrid IDS for aircraft is proposed using Random Forests, Isolation Forests, YARA rules, and import hashing within a zero-trust architecture. Evaluated in a virtualized multi-zone testbed, it achieves high accuracy across six aviation datasets with low resource use, enabling practical onboard cybersecurity.

  • Updated Mar 12, 2026
  • Python

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