Uninformed: Informative Information for the Uninformed

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Effective Bug Discovery
Sophisticated methods are currently being developed and implemented for mitigating the risk of exploitable bugs. The process of researching and discovering vulnerabilities in modern code will require changes to accommodate the shift in vulnerability mitigations. Code coverage analysis implemented in conjunction with fuzz testing reveals faults within a binary file that would have otherwise remained undiscovered by either method alone. This paper suggests a research method for more effective runtime binary analysis using the aforementioned strategy. This study presents empirical evidence that despite the fact that bug detection will become increasingly difficult in the future, analysis techniques have an opportunity to evolve intelligently.