A Test Cases Generation Method for Industrial Control Protocol Test

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 工业控制网络与系统研究室

	A Test Cases Generation Method for Industrial Control Protocol Test
	Shang WL(尚文利)2; Zhang GY(张冠宇)1,3; Wang TY(王天宇)1; Zhang R(张锐)3
刊名	Scientific Programming
	2021
卷号	2021 页码:1-9
ISSN号	1058-9244
产权排序	2
英文摘要	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.
资助项目	National Key R&D Program of China[2018YFB2004200] ; open project of Zhejiang Lab Construction Technology of Local High Security Trusted Execution Environment for Edge Intelligent Controller[2021KF0AB06] ; National Natural Science Foundation of China[61773368]
WOS研究方向	Computer Science
语种	英语
WOS记录号	WOS:000631863600001
资助机构	“National Key R&D Program of China” (2018YFB2004200) ; open project of Zhejiang Lab “Construction Technology of Local High Security Trusted Execution Environment for Edge Intelligent Controller” (2021KF0AB06) ; National Natural Science Foundation of China “Research on anomaly detection and security awareness method for ndustrialcommunication behaviours” (61773368)
内容类型	期刊论文
源URL	[http://ir.sia.cn/handle/173321/28710]
专题	沈阳自动化研究所_工业控制网络与系统研究室
通讯作者	Shang WL(尚文利)
作者单位	1.Industrial Control Network and Systems Department, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China 2.School of Electronic and Communication Engineering, Guangzhou University, Guangzhou 510006, China 3.Information and Control Engineering Faculty, Shenyang Jianzhu University, Shenyang 110168, China
推荐引用方式 GB/T 7714	Shang WL,Zhang GY,Wang TY,et al. A Test Cases Generation Method for Industrial Control Protocol Test[J]. Scientific Programming,2021,2021:1-9.
APA	Shang WL,Zhang GY,Wang TY,&Zhang R.(2021).A Test Cases Generation Method for Industrial Control Protocol Test.Scientific Programming,2021,1-9.
MLA	Shang WL,et al."A Test Cases Generation Method for Industrial Control Protocol Test".Scientific Programming 2021(2021):1-9.