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Experimental research methods describe standards to safeguard scientificintegrity and reputability. These methods have been extensively integrated intotraditional scientific disciplines and studied in the philosophy of science.The field of cybersecurity is just beginning to develop preliminary researchstandards and modeling practices. As such, the science of cybersecurityroutinely fails to meet empirical research criteria, such as internal validity,external validity, and construct validity. These standards of experimentationenable the development of metrics, create assurance of experimental soundness,and aid in the generalizability of results. To facilitate such empiricalexperimentation in cybersecurity, we propose the adaptation of camouflagedcyber simulations as an approach for cybersecurity research. This research toolsupports this mechanistic method of experimentation and aids in theconstruction of general cybersecurity research best practices.

Using Camouflaged Cyber Simulations as a Model to Ensure Validity in Cybersecurity Experimentation