This paper begins with a review of data sources available for building or improving decision models for vulnerability remediation. It then discusses the vulnerability lifecycle and examine timelines and triggers surrounding key milestones. Identifying attributes of vulnerabilities that correlate with exploitation comes next on the docket. The last section measures the outcomes of several remediation strategies and develops a model that optimizes overall effectiveness.