Aktaion V2: Open Source Tool For Microbehavior Based Exploit Detection
Aktaion V2 is a python3 project for detecting exploits (and more generally attack behaviors). The project is meant to be a learning/teaching tool on how to blend multiple security signals and behaviors into an expressive framework for intrusion detection. The key abstraction we wanted to protoype is the idea of a microbehavior. This concept helps to provide an expressive mechanism to add high level IOCs such as timing behavior of a certain malware family in parrallel to simple statsitcs, rules or anything relevant to building a programmitic descpriotn of a sequential evolving set of advesary behaviors.
Current project URL: http://www.github.com/jzadeh/aktaion2
The original Java/Scala code is located here: http://www.github.com/jzadeh/aktaion
Project Setup (use python 3):
pip3 -r requirements.txt
Running the demo
Running the ML Logic in debug mode