A Test Cases Generation Method for Industrial Control Protocol Test-Reference-Cited by-同舟云学术

A Test Cases Generation Method for Industrial Control Protocol Test

Published:2021-03-12 Issue: Volume:2021 Page:1-9
ISSN:1875-919X
Container-title:Scientific Programming
language:en
Short-container-title:Scientific Programming

Author:

Shang Wenli¹^ORCID,Zhang Guanyu²³^ORCID,Wang Tianyu²^ORCID,Zhang Rui³^ORCID

Affiliation:

1. School of Electronic and Communication Engineering, Guangzhou University, Guangzhou 510006, China

2. Industrial Control Network and Systems Department, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China

3. Information and Control Engineering Faculty, Shenyang Jianzhu University, Shenyang 110168, China

Abstract

The coverage of test cases is an important indicator for the security and robustness test of industrial control protocols. It is an important research topic to complete the test with less use cases. Taking Modbus protocol as an example, a calculation method of case similarity and population dispersion based on weight division is proposed in this paper. The method can describe the similarity of use cases and the dispersion degree of individuals in the population more accurately. Genetic algorithm is used to generate and optimize test cases, and individual similarity and population dispersion are used as fitness functions of genetic algorithm. Experimental results show that the proposed method can increase the population dispersion by 3.45% compared with the conventional methods and effectively improve the coverage of test cases.

Funder

National Key R&D Program of China

Publisher

Hindawi Limited

Subject

Computer Science Applications,Software

Link

http://downloads.hindawi.com/journals/sp/2021/6611732.pdf

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