Protecting digital assets using an ontology based cyber situational awareness system

Protecting digital assets using an ontology based cyber situational awareness system

IntroductionCyber situational awareness is critical for detecting and mitigating cybersecurity threats in real-time. This study introduces a comprehensive methodology that integrates the Isolation Forest and autoencoder algorithms, Structured Threat Information Expression (STIX) implementation, and...

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Main Authors: Tariq Ammar Almoabady, Yasser Mohammad Alblawi, Ahmad Emad Albalawi, Majed M. Aborokbah, S. Manimurugan, Ahmed Aljuhani, Hussain Aldawood, P. Karthikeyan
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Artificial Intelligence
Subjects:
anomaly detection
cyber situational awareness
structured threat information expression
isolation forest algorithm
auto encoder
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2024.1394363/full
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