Vulnerabilities with publically known exploits typically form 2-7% of all vulnerabilities reported for a given software version. With smaller number exploited compared the total vulnerabilities, it is more difficult to model and predict when vulnerability exploit will be reported. In this paper, we introduce an approach predicting discovery pattern using software. Eight commonly used models (VD...