Test Case Reduction for Object Oriented Systems using Security Metrics

Authors

  • Khare S Department of Computer Science and Engineering, Deenbandhu Chhotu Ram University of Science and Technology, India
  • Singh R Department of Computer Science and Engineering, Deenbandhu Chhotu Ram University of Science and Technology, India
  • Singh A Department of Computer Science and Engineering, Deenbandhu Chhotu Ram University of Science and Technology, India

DOI:

https://doi.org/10.26438/ijcse/v7i6.371378

Keywords:

jEdit5.5.0, Test Case, Test Cases Reduction

Abstract

Test cases play crucial role in software testing. The exhaustive testing of large complex object oriented software systems has been found to be impractical due to large number of test cases execution cost. Due to this reason the researchers in the field of software testing reduce the number of test cases by selecting only effective and important test cases. This paper presents an approach for test case reduction for object oriented systems considering the security as main aspect of software system. Finding out less secure classes help software testers to remove redundant test cases at class level. Object oriented class level security metrics have been considered to detect less secure classes. To evaluate proposed approach, jEdit 5.5.0 software as a case study has been considered. Weka 3.8 was used to generate the proposed mathematical model in order to select effective metrics to detect all the less secure classes. Using feature selection techniques in Weka, effective and ineffective security metrics were categorized. Only effective metrics are taken into account for assigning weighs to each test paths. The results showed the significant improvement in results.

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Published

2019-06-30
CITATION
DOI: 10.26438/ijcse/v7i6.371378
Published: 2019-06-30

How to Cite

[1]
S. Khare, R. Singh, and A. Singh, “Test Case Reduction for Object Oriented Systems using Security Metrics”, Int. J. Comp. Sci. Eng., vol. 7, no. 6, pp. 371–378, Jun. 2019.

Issue

Vol. 7 No. 6 (2019): IJCSE June Edition

Section

Research Article

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