Fuzzy Logic based Decision Support System for Component Security Evaluation

Fuzzy Logic based Decision Support System for Component Security Evaluation

Shah Nazir1, Sara Shahzad1, Saeed Mahfooz1, and Muhammad Nazir2

1Department of Computer Science, University of Peshawar, Pakistan

2Institute of Business and Management Sciences, University of Agriculture, Pakistan

Abstract: Software components are imperative parts of a system which play a fundamental role in the overall function of a system. A component is said to be secure if it has a towering scope of security. Security is a shield for unauthorized use as unauthorized users may informally access and modify components within a system. Such accessing and modifications ultimately affect the functionality and efficiency of a system. With an increase in software development activities security of software components is becoming an important issue. In this study, a fuzzy logic based model is presented to handle ISO/IEC 18028-2 security attributes for component security evaluation. For this purpose an eight input, single output model based on the Mamdani fuzzy inference system has been proposed. This component security evaluation model helps software engineers during component selection in conditions of uncertainty and ambiguity.

Keywords: Software component, component security, fuzzy logic.

Received May 1, 2015; accepted November 29, 2015

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