Success Rate of Remote Code Execution Attacks Expert Assessments and Observations

Abstract

This paper describes a study on how cyber security experts assess the importance of three variables related to the probability of successful remote code execution attacks: (i) non- executable memory, (ii) access and (iii) exploits for High or Medium vulnerabilities as defined by the Common Vulnerability Scoring System. The rest of the relevant variables were fixed by the environment of a cyber defense exercise where the respondents participated. The questionnaire was fully completed by fifteen experts. These experts perceived access as the most important variable and availability of exploits for High vulnerabilities as more important than Medium vulnerabilities. Non-executable memory was not seen as significant. Estimates by the experts are compared to observations of actual attacks carried out during the cyber defense exercise. These comparisons show that experts' in general provide fairly inaccurate advice on an abstraction level such as in the present study. However, results also show a prediction model constructed through expert judgment likely is of better quality if the experts' estimates are weighted according to their expertise.