This presentation will show how open source tools can be used to detect "unknown" malware using Memory Forensics and Security Analytics. It will showcase how to build a security analytics engine that can be automated to perform memory forensics on thousands of on-hosts in near real time and to identify malware that is not detected by today's security tools like sandboxing tools, IDS, AV, HIPS etc.