This is an awesome collection of Security Data Science ipython notebooks from @clicksecurity.

They demonstrate using Pandas, Scikit-Learn, and Matplotlib for exploring security datasets involving:

  • Detecting Algorithmically Generated Domains
  • Hierarchical Clustering of Syslogs
  • Exploration of data from Malware Domain List
  • SQL Injection
  • Browser Agent Fingerprinting

–Jason

6 Short Links on PDNS Graph Analytics for Security

A short listing of recent papers I've read or plan to read using passive DNS data and graph analytics for identifying malicious domains Continue reading