Anomaly information detection and fault tolerance control method for CAN-FD bus network

  • Aoran Wang
  • , Jie Fang
  • , Yinan Xu
  • , Yihu Xu
  • , Yubing Wang
  • , Yujing Wu*
  • , Jin Gyun Chung
  • *Corresponding author for this work

Research output: Contribution to conferenceConference paperpeer-review

Abstract

With the increase in additional functions loaded on the vehicle, the CAN-FD bus gradually replaces the CAN bus to meet the high speed and high bandwidth required by the automotive industry. According to the information characteristics of the on-board CAN-FD bus network, we propose the method of horizontal-vertical information correlation. This method can be used to generate highly reliable arrays to store messages that are properly delivered, with fault tolerance control over the types of attacks detected. In the anomaly information detection module, when the receiver fails to pass the authentication, the attack types are classified according to different characteristics, and the abnormal information is fault tolerant and controlled. In the fault tolerance control module, the abnormal information is detected according to the prompts of the module, and the abnormal information is replaced and deleted. Thereby ensuring the fluency of the information transmission of the on-board bus network, the safety of the vehicle is guaranteed in real time. We tested 1500 in-vehicle bus messages, and the detection rate for injection, theft and flood attacks on on-board CAN-FD buses reached 95%, 99% and 97.4%, and the detection rate for replay attacks was 86.6%.

Original languageEnglish
Title of host publicationProceedings - International SoC Design Conference 2022, ISOCC 2022
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages308-309
Number of pages2
ISBN (Electronic)9781665459716
DOIs
StatePublished - 2022
Event19th International System-on-Chip Design Conference, ISOCC 2022 - Gangneung-si, Korea, Republic of
Duration: 2022.10.192022.10.22

Publication series

NameProceedings - International SoC Design Conference 2022, ISOCC 2022

Conference

Conference19th International System-on-Chip Design Conference, ISOCC 2022
Country/TerritoryKorea, Republic of
CityGangneung-si
Period22.10.1922.10.22

Keywords

  • Abnormal information detection
  • CAN-FD bus
  • Fault-tolerant control

Quacquarelli Symonds(QS) Subject Topics

  • Computer Science & Information Systems
  • Engineering - Petroleum
  • Data Science

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