Using the Advanced Machine Learning Model
open-appsec uses two machine learning models:
- 1.A supervised model that was trained offline based on millions of requests, both malicious and benign. For this there are two options you can chose from:
- A basic model is provided as part of the GitHub repository and the default installations. This is recommended for use in Monitor-Only and Test environments.
- An advanced model can be downloaded from open-appsec portal. This is more accurate and recommended for Production use.
- 2.An unsupervised model that is being built in real time in the protected environment. This model uses traffic patterns specific to the environment.
In order to use open-appsec's advanced machine learning model follow these steps:
- Download the advanced ML model by going to User Menu -> Download Advanced ML Model. This model updates from time to time and you will get an email when these updates happen.
- Extract the
open-appsec-advanced-model.tgzfile - Follow the instructions provided in the included
READMEfile to install this Advanced Model in your specific environment.
Last modified 4mo ago