Classification Method of Industrial Control Protocols Based on Statistical Model Matching and Association Rule Analysis

被引:0
作者
Jie, Wang [1 ]
Zhong Zhiming [1 ]
机构
[1] Dongguan Elect Power Supply Bur, Dongguan, Peoples R China
来源
2024 9TH INTERNATIONAL CONFERENCE ON ELECTRONIC TECHNOLOGY AND INFORMATION SCIENCE, ICETIS 2024 | 2024年
关键词
component: Industrial Control System; Industrial Control Protocol; Statistical Model; Association Analysis;
D O I
10.1109/ICETIS61828.2024.10593980
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Due to significant differences among industrial control system (ICS) protocols, including design objectives, communication methods, security performance, and applicable scenarios, this paper proposes a frame header recognition method for classifying industrial control protocols based on statistical models and matching algorithms. This method first employs statistical models to identify candidate frequent items and then combines association analysis algorithms to filter these candidates, ultimately achieving accurate identification of the encapsulation headers of industrial control protocols. Experimental results demonstrate the feasibility and effectiveness of this method.
引用
收藏
页码:264 / 267
页数:4
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