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abdou-4 / aviation-insider-threat-soc

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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.

python portfolio log-analysis incident-response plotly pandas data-engineering cybersecurity soc synthetic-data blue-team mitre-attack threat-detection ueba risk-scoring streamlit sigma-rules insider-threat security-operations-center aviation-security
  • Updated Jun 3, 2026
  • Python

aishwaryagm1999 / AeroShield-Hybrid-ML_Behaviour_and_Signature-Based_IDPS_Security_Framework_for_Aircraft_Networks-

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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.

shell network python3 cybersecurity intrusion-detection yara-rules malware-detection isolation-forest random-fores aviation-security network-anomaly-detection zero-trust-architecture
  • Updated Mar 12, 2026
  • Python

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