Leader’s dilemma game: An experimental design for cyber insider threat research
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One of the problems with insider threat research is the lack of a complete 360° view of an insider threat dataset due to inadequate experimental design. This has prevented us from modeling a computational system to protect against insider threat situations. This paper provides a contemporary methodological approach for using online games to simulate insider betrayal for predictive behavioral research. The Leader’s Dilemma Game simulates an insider betrayal scenario for analyzing organizational trust relationships, providing an opportunity to examine the trustworthiness of focal individuals, as measured by humans as sensors engaging in computer-mediated communication. This experimental design provides a window into trustworthiness attribution that can generate a rigorous and relevant behavioral dataset, and contributes to building a cyber laboratory that advances future insider threat study.
KeywordsInsider threats Trusted human computer interactions Sociotechnical systems Online game simulation Experimental design
The first author wishes to thank National Science Foundation for the support of Secure and Trustworthy Cyberspace EAGER award #1347113 09/01/13-08/31/15, Florida Center for Cybersecurity award #2108-1072-00-O 03/01/15-02/28/16, and Conrad Metcalfe for his editing assistance.
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