Exploring malicious hacker communities : toward proactive cyber defence 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 cyber attack prediction Finding at risk systems without software vulnerability identifiers (CVEs) Final considerations.