[Oisf-users] Signature Inspection with Machine Learning

Randy Caldejon randy at shieldwolf.com
Sat Jul 28 04:19:56 UTC 2018

Greetings Suricata Community,

I’d like to announce that the alpha release of OPNids is available — the first distribution integrating Suricata with a purpose-built Machine Learning (ML) scripting engine:


Although this release is feature complete as a minimal viable project, it still requires extensive testing.  Hence, not suitable for production yet.  

OPNids is a project for enthusiasts and professionals with an interest in both data science and cybersecurity.  Its purpose is to explore, experiment, and exchange ideas that will enhance the effectiveness of thread detection using signature inspection with machine learning.  For those of you who attended SuriCon last year, this project is an extension of my presentation. 

By the way, OPNids is a forked subset of OPNsense.  Thanks to the OPNsense team for their support!


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