Categorization for the Security Awareness Domain and Resource (SADAR) Model in the Organization: A Clustering Statistical Analysis

Abstract

Employee in the organization or customer from company can significantly affect the overall strength of security of the system as the human factor become the common problem that lead to damage or disaster. Unfortunately, most security solutions offered in the market do not consider user as a critical security element. In this study, it is proposed to evaluate the awareness of the user regarding information security problems from three type of antecedents, which are individual, institutional and environmental. In order to collect data, questionnaires have been sent to the users using systematic sampling based on the domain of pattern concern on the role of responsibility. The cluster analysis method was applied to sample of users in categories related to the various items represented in the type of antecedents. It has objective to place a set of object in such a way that have tendency to be similar to each other in one group and tend to be differ in the opposite group. Then, the development of SADAR emphasized four groups namely define, devote, discover and direct.