jay-johnson / network-pipeline-datasets

CSV datasets for ML/AI models from captured network traffic during ZAP scanning with web applications like Django, Flask, React, Vue and Spring - Anti-Nex training datasets

Network Pipeline Datasets

This repository holds csv datasets from captured network traffic during ZAP scans on web applications. I hope these datasets can help you build, train and tune defensive machine learning models to defend your applications.

I generated these datasets with the Network Pipeline capture framework. With the capture framework running, I ran ZAP simulations that scanned targeted web applications.

Captured datasets from application servers running on an Ubuntu 17.10 vm:

Python

• Flask RESTplus example
• Django 2.0

Node.js

• React + Redux example
• Vue example

Java

• Spring Pet Clinic example in docker