In-Vehicle Communication Cyber Security: Challenges and Solutions

被引:42
|
作者
Rathore, Rajkumar Singh [1 ]
Hewage, Chaminda [1 ]
Kaiwartya, Omprakash [2 ]
Lloret, Jaime [3 ]
机构
[1] Cardiff Metropolitan Univ, Cardiff Sch Technol, Dept Comp Sci, Cardiff Llandaff Campus, Cardiff CF5 2YB, Wales
[2] Nottingham Trent Univ, Dept Comp Sci, Clifton Campus, Nottingham NG11 8NS, England
[3] Univ Politecn Valencia, Dept Commun, E-46022 Valencia, Spain
关键词
machine learning; cryptography; cyber attacks; cyber security; intrusion detection system; smart intelligent vehicles; in-vehicle network; controller area network (CAN); CONTROLLER AREA NETWORK; INTRUSION DETECTION SYSTEM; ANOMALY DETECTION; FAULT-DIAGNOSIS; AUTHENTICATION; INTERNET; SCHEME; ARCHITECTURE; EFFICIENT; IDENTIFIER;
D O I
10.3390/s22176679
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In-vehicle communication has become an integral part of today's driving environment considering the growing add-ons of sensor-centric communication and computing devices inside a vehicle for a range of purposes including vehicle monitoring, physical wiring reduction, and driving efficiency. However, related literature on cyber security for in-vehicle communication systems is still lacking potential dedicated solutions for in-vehicle cyber risks. Existing solutions are mainly relying on protocol-specific security techniques and lacking an overall security framework for in-vehicle communication. In this context, this paper critically explores the literature on cyber security for in-vehicle communication focusing on technical architecture, methodologies, challenges, and possible solutions. In-vehicle communication network architecture is presented considering key components, interfaces, and related technologies. The protocols for in-vehicle communication have been classified based on their characteristics, and usage type. Security solutions for in-vehicle communication have been critically reviewed considering machine learning, cryptography, and port-centric techniques. A multi-layer secure framework is also developed as a protocol and use case-independent in-vehicle communication solution. Finally, open challenges and future dimensions of research for in-vehicle communication cyber security are highlighted as observations and recommendations.
引用
收藏
页数:33
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