Malicious Network Traffic in Industrial Control System

Malicious Network Traffic in Industrial Control System

Citation Author(s):
Xiaoguang
Li
Haonan
Yan
Submitted by:
xg li
Last updated:
Thu, 05/30/2019 - 04:51
DOI:
10.21227/xwht-8v87
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Dataset Views:
160
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Abstract: 

The malicious traffic detection system monitors the communication between the industrial equipment and analyzes the protocol in real time. At the same time, we launch a variety of attacks on the industrial system, such as Denial of Service attack, Man-in-the-Middle attack and so on. These attacks are also the major threat in the ICS currently. Then, we collect and classify different kinds of attack flow. These flows are intercepted from multiple collection stations during different periods.

Instructions: 
  • The original data sets contain normal industrial system traffic and several attack traffic.
  • The model training data sets are used to train a classification model for detecting malicious traffic.
  • The privacy test data sets mainly to determine whether the model can resist the model extraction attack.
  • The multi dimensional data sets are used to further examine the impact of privacy protection on model performance.

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[1] Xiaoguang Li, Haonan Yan, "Malicious Network Traffic in Industrial Control System", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/xwht-8v87. Accessed: Dec. 06, 2019.
@data{xwht-8v87-19,
doi = {10.21227/xwht-8v87},
url = {http://dx.doi.org/10.21227/xwht-8v87},
author = {Xiaoguang Li; Haonan Yan },
publisher = {IEEE Dataport},
title = {Malicious Network Traffic in Industrial Control System},
year = {2019} }
TY - DATA
T1 - Malicious Network Traffic in Industrial Control System
AU - Xiaoguang Li; Haonan Yan
PY - 2019
PB - IEEE Dataport
UR - 10.21227/xwht-8v87
ER -
Xiaoguang Li, Haonan Yan. (2019). Malicious Network Traffic in Industrial Control System. IEEE Dataport. http://dx.doi.org/10.21227/xwht-8v87
Xiaoguang Li, Haonan Yan, 2019. Malicious Network Traffic in Industrial Control System. Available at: http://dx.doi.org/10.21227/xwht-8v87.
Xiaoguang Li, Haonan Yan. (2019). "Malicious Network Traffic in Industrial Control System." Web.
1. Xiaoguang Li, Haonan Yan. Malicious Network Traffic in Industrial Control System [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/xwht-8v87
Xiaoguang Li, Haonan Yan. "Malicious Network Traffic in Industrial Control System." doi: 10.21227/xwht-8v87