A Simulation Method for Industrial Control Honeynet Based on Time Series Prediction
Tianqi Jiang, Yao Yu, Chao Xu, Wei Yang, Xiaoming Zhou, Miao He, Wenjie Zhang, Qianyi Wang, Meng Meng, Rui Wang · 2024
This paper proposes a time series prediction based industrial control honey network simulation method to address the issue that many current industrial control honey network solutions only consider the response interaction simulation of attackers within a certain period of time and cannot effectively achieve communication simulation and collaborative work between honeypots. Firstly, the deployment and basic interaction simulation of the industrial control honeynet have been achieved; Then, a communication simulation method between devices within the industrial control honey network was studied and implemented to simulate collaborative work scenarios between devices; Secondly, using time series prediction algorithms to generate simulation data for various devices within the industrial control honey network, improving the sustained response capability of the industrial control honey network; Finally, comparative experiments have shown that the method proposed in this article can improve the ability to trap attackers, provide more data for security analysis, and help users establish a comprehensive industrial control network security protection system.