A SYSTEMATIC REVIEW OF CAN BUS INTRUSION DETECTION SYSTEMS: GAPS IN EXPLAINABILITY, AUTONOMOUS RESPONSE, AND SOC INTEGRATION

Muhammad Hamid; Anfal Tariq; Iftikhar Rasheed; Asjad Amin

A SYSTEMATIC REVIEW OF CAN BUS INTRUSION DETECTION SYSTEMS: GAPS IN EXPLAINABILITY, AUTONOMOUS RESPONSE, AND SOC INTEGRATION

Authors

Muhammad Hamid
Anfal Tariq
Iftikhar Rasheed
Asjad Amin

Keywords:

CAN bus, intrusion detection systems, automotive cybersecurity, explainable AI, SOC, autonomous response. Controller Area Network (CAN), intrusion detection systems (IDS), automotive cybersecurity, explainable AI (XAI), SHAP, LIME, counterfactual explanations, security operations center (SOC), autonomous response, systematic review.

Abstract

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Published

2026-05-27

How to Cite

Muhammad Hamid, Anfal Tariq, Iftikhar Rasheed, & Asjad Amin. (2026). A SYSTEMATIC REVIEW OF CAN BUS INTRUSION DETECTION SYSTEMS: GAPS IN EXPLAINABILITY, AUTONOMOUS RESPONSE, AND SOC INTEGRATION. Spectrum of Engineering Sciences, 4(5), 2646–2666. Retrieved from https://www.thesesjournal.com/index.php/1/article/view/3048