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

Auxiliary Loss Optimization for Hypothesis Augmentation for DGA Domain Detection

Applying Deep Learning and Auxiliary Loss Optimization for Hypothesis Augmentation (ALOHA) to Domain Generation Algorithm (DGA) Domain Detection Continue reading