Improving vulnerability remediation through better exploit prediction

Abstract

We construct a series of vulnerability remediation strategies and compare how each perform in regard to trading off coverage and efficiency. We expand and improve upon the small body of literature that uses predictions of ‘published exploits’, by instead using ‘exploits in the wild’ as our outcome variable.

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Exploit Prediction Scoring System

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The Complexity of Prioritising Patching