Construction and Application of Attack Tactics and Tactics System for Intelligent Connected Vehicles


연구 분야: Analysis



학회: International Conference on Cyberspace Simulation and Evaluation


초록

The network system of intelligent connected vehicles is becoming increasingly complex, accompanied by a variety of network attack methods, which poses a huge challenge to traditional intrusion detection systems (IDS). This paper proposes an improved intelligent connected vehicle attack chain analysis method based on the ATT&CK framework. This method deploys multi-level IDS, introduces a customized ATT&CK-ICV model, pre-processes security event data, builds an asset-security event association knowledge graph, uses sliding windows and PDFP-Growth algorithm for rule mining, and converts the attack chain into a visual format. It systematically analyzes and associates multiple attack steps, reveals the attacker’s strategy and constructs a complete attack chain. Experimental results show that this method can effectively improve the recognition and defense efficiency of complex attack patterns, and provides a new idea and tool for the network security of intelligent connected vehicles.


Author Profile
Xiangyang Wang

State Key Laboratory of Intelligent Vehicle Safety Technology JianxinEast Road Jiangbei District Chongqing China

China
Author Profile
Ruilin Li

University of Electronic Science and Technology of China No. 2006 Xiyuan AveWest Hi-Tech Zone Chengdu 611731 China

Andorra
Author Profile
Lei Luo

University of Electronic Science and Technology of China No. 2006 Xiyuan AveWest Hi-Tech Zone Chengdu 611731 China

Andorra

📄 논문 정보

발행 연도 2025년
인용수 0
출판 국가 Andorra, China
사이트 Springer
좋아요 수 0

연관 논문 목록 (97건)