会议论文

Tan, JJ

英文

Lecture Notes in Computer Science

0302-9743

2025

15258

269-285

27th International Conference on Information Security

Lecture Notes in Computer Science

OCT 23-25, 2024

Arlington, VA

[Xia, Zhuoqun;Huang, Longfei;Tan, Jingjing] Changsha Univ Sci & Technol, Changsha 410076, Peoples R China.^[Jiang, Faqun] Venustech Ltd Co, Beijing 100193, Peoples R China.^[Hui, Zhenzhen] Univ South China, Hengyang 421001, Peoples R China.

Mouha, N Nikiforakis, N

GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND

SPRINGER INTERNATIONAL PUBLISHING AG

978-3-031-75763-1; 978-3-031-75764-8

10.1007/978-3-031-75764-8_14

Scientific research project of Hunan Provincial Department of Education [22C0229]; Graduate Research Innovation Project of Changsha University of Science and Technology [CLKYCX24063]

本校为其他机构

The popularity of Connected Autonomous Vehicles (CAVs) has led to improvements in the efficiency of the transportation system. Controller Area Network (CAN) is the standard communication protocol used in CAVs. However, the absence of effective security measures within CAN has resulted in vulnerabilities that can be exploited by attackers. To address this issue, we propose an Intrusion Detection System (IDS) using Time series Imaging and Deep Learning called TIDL-IDS. First, the CAN ID in the CAN frame is encoded as the Markov Transition Field (MTF) images to take into account the temporal char...