Protecting digital assets using an ontology based cyber situational awareness system

• Published in: Frontiers in artificial intelligence Vol. 7; p. 1394363
• Main Authors: Almoabady, Tariq Ammar, Alblawi, Yasser Mohammad, Albalawi, Ahmad Emad, Aborokbah, Majed M., Manimurugan, S., Aljuhani, Ahmed, Aldawood, Hussain, Karthikeyan, P.
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 09.01.2025
• Subjects: anomaly detection; Artificial Intelligence; auto encoder; cyber situational awareness; isolation forest algorithm; structured threat information expression; structured threat information expression; anomaly detection; auto encoder; isolation forest algorithm; cyber situational awareness

Cyber 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 ontology dev...