Background -- Mining key-hackers -- Reasoning about hacker engagement -- Uncovering communities of malware and exploit vendors -- Identifying exploits in the wild proactively -- Predicting enterprise-targeted external cyber-attacks -- Bringing social network analysis to aid in c…