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: