Automotive Ethernet Intrusion Dataset

Citation Author(s):
Seonghoon
Jeong
School of Cybersecurity, Korea University
Boosun
Jeon
Cyber Security Research Division, Electronics and Telecommunications Research Institute
Boheung
Chung
Cyber Security Research Division, Electronics and Telecommunications Research Institute
Huy Kang
Kim
School of Cybersecurity, Korea University
Submitted by:
Huy Kang Kim
Last updated:
Tue, 04/06/2021 - 21:38
DOI:
10.21227/1yr3-q009
Data Format:
.pcap
License:
Creative Commons Attribution
3812 Views
Categories:
Communications
Security
Keywords:
In-vehicle network, Automotive Ethernet, Intrusion dataset, IEEE1722, Audio Video Transport Protocol
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Abstract 

This dataset was created for the following paper: Seonghoon Jeong, Boosun Jeon, Boheung Chung, and Huy Kang Kim, "Convolutional neural network-based intrusion detection system for AVTP streams in automotive Ethernet-based networks," Vehicular Communications, DOI: 10.1016/j.vehcom.2021.100338.

 

This dataset contains benign Audio Video Transport Protocol (AVTP) packet captures from our physical automotive Ethernet testbed. Also, we demonstrate a replay attack on the automotive Ethernet to achieve the intrusion dataset.

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