CAN bus flood attack detection based on communication characteristics
CAN has become the most extensive fieldbus for contemporary automotive applications due to its outstanding reliability and flexibility.However,the standard CAN protocol does not provide sufficient security measures and is vulnerable to eavesdropping,replay,flooding,and denial of service attacks.In o...
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| Main Authors: | , , , , , , , , |
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2020-02-01
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| Series: | 网络与信息安全学报 |
| Subjects: | |
| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2020005 |
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| _version_ | 1841529979314110464 |
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| author | Yimu JI Zhipeng JIAO Shangdong LIU Fei WU Jing SUN Na WANG Zhiyu CHEN Qiang BI Penghao TIAN |
| author_facet | Yimu JI Zhipeng JIAO Shangdong LIU Fei WU Jing SUN Na WANG Zhiyu CHEN Qiang BI Penghao TIAN |
| author_sort | Yimu JI |
| collection | DOAJ |
| description | CAN has become the most extensive fieldbus for contemporary automotive applications due to its outstanding reliability and flexibility.However,the standard CAN protocol does not provide sufficient security measures and is vulnerable to eavesdropping,replay,flooding,and denial of service attacks.In order to effectively detect whether the CAN bus is attacked,and to filter malicious messages when subjected to flooding attacks.The characteristics of vehicle CAN bus message communication were analyzed,and an intrusion detection method was proposed,which could effectively perform intrusion detection and malicious message filtering.Through experimental verification,the method can detect whether the CAN bus is attacked by 100%,and the accuracy of malicious packet filtering can reach over 99%. |
| format | Article |
| id | doaj-art-816c981ed8e74110a47dbdbdbfe80efa |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2020-02-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-816c981ed8e74110a47dbdbdbfe80efa2025-01-15T03:13:53ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2020-02-016273759557574CAN bus flood attack detection based on communication characteristicsYimu JIZhipeng JIAOShangdong LIUFei WUJing SUNNa WANGZhiyu CHENQiang BIPenghao TIANCAN has become the most extensive fieldbus for contemporary automotive applications due to its outstanding reliability and flexibility.However,the standard CAN protocol does not provide sufficient security measures and is vulnerable to eavesdropping,replay,flooding,and denial of service attacks.In order to effectively detect whether the CAN bus is attacked,and to filter malicious messages when subjected to flooding attacks.The characteristics of vehicle CAN bus message communication were analyzed,and an intrusion detection method was proposed,which could effectively perform intrusion detection and malicious message filtering.Through experimental verification,the method can detect whether the CAN bus is attacked by 100%,and the accuracy of malicious packet filtering can reach over 99%.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2020005CAN buscommunication characteristicsintrusion detectionmalicious message filtering |
| spellingShingle | Yimu JI Zhipeng JIAO Shangdong LIU Fei WU Jing SUN Na WANG Zhiyu CHEN Qiang BI Penghao TIAN CAN bus flood attack detection based on communication characteristics 网络与信息安全学报 CAN bus communication characteristics intrusion detection malicious message filtering |
| title | CAN bus flood attack detection based on communication characteristics |
| title_full | CAN bus flood attack detection based on communication characteristics |
| title_fullStr | CAN bus flood attack detection based on communication characteristics |
| title_full_unstemmed | CAN bus flood attack detection based on communication characteristics |
| title_short | CAN bus flood attack detection based on communication characteristics |
| title_sort | can bus flood attack detection based on communication characteristics |
| topic | CAN bus communication characteristics intrusion detection malicious message filtering |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2020005 |
| work_keys_str_mv | AT yimuji canbusfloodattackdetectionbasedoncommunicationcharacteristics AT zhipengjiao canbusfloodattackdetectionbasedoncommunicationcharacteristics AT shangdongliu canbusfloodattackdetectionbasedoncommunicationcharacteristics AT feiwu canbusfloodattackdetectionbasedoncommunicationcharacteristics AT jingsun canbusfloodattackdetectionbasedoncommunicationcharacteristics AT nawang canbusfloodattackdetectionbasedoncommunicationcharacteristics AT zhiyuchen canbusfloodattackdetectionbasedoncommunicationcharacteristics AT qiangbi canbusfloodattackdetectionbasedoncommunicationcharacteristics AT penghaotian canbusfloodattackdetectionbasedoncommunicationcharacteristics |