Data Science Hunting Funnel

Machine learning must be combined with domain expertise to increase the probability of finding malicious network traffic.

Create Actionable Data from Vulnerability Scans with VulnWhisperer and Elastic Stack

VulnWhisperer is a report aggregator which allows users to set custom risk scores and create actionable data for security analyst to effectively mitigate vulnerabilites.

Detect Beaconing with Flare, Elastic Stack, and Intrusion Detection Systems

Detect Periodic Behavior (Beaconing) in an environment already running an IDS and Elastic Stack (formerly ELK)

Ransomware 2016 May-December Chronological Timeline

Statistics and a visualization to illustrate the various ransomware events for the last half of 2016.