https://github.com/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
https://github.com/jay-johnson/network-pipeline-datasets
ai csv-data csv-datasets django flask flask-restful free-datasets machine-learning machine-learning-dataset machine-learning-defense network-analysis network-security owasp python3 react react-redux spring spring-boot vue vue2
Last synced: 10 months ago
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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
- Host: GitHub
- URL: https://github.com/jay-johnson/network-pipeline-datasets
- Owner: jay-johnson
- License: apache-2.0
- Created: 2018-01-29T07:10:36.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2018-01-30T00:37:18.000Z (about 8 years ago)
- Last Synced: 2025-02-12T18:51:22.714Z (12 months ago)
- Topics: ai, csv-data, csv-datasets, django, flask, flask-restful, free-datasets, machine-learning, machine-learning-dataset, machine-learning-defense, network-analysis, network-security, owasp, python3, react, react-redux, spring, spring-boot, vue, vue2
- Homepage: https://medium.com/@jay.p.h.johnson/anti-nex-antivirus-for-network-exploits-60d0566911d0
- Size: 3.39 MB
- Stars: 2
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.rst
- License: LICENSE
Awesome Lists containing this project
README
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.
.. image:: https://www.owasp.org/images/1/11/Zap128x128.png
:align: center
.. _Network Pipeline: https://github.com/jay-johnson/network-pipeline
.. _ZAP simulations: https://github.com/jay-johnson/network-pipeline/tree/master/simulations#network-traffic-simulations
Captured datasets from application servers running on an Ubuntu 17.10 vm:
Python
------
- `Flask RESTplus example`_
- `Django 2.0`_
.. _Flask RESTplus example: https://github.com/frol/flask-restplus-server-example
.. _Django 2.0: https://github.com/jay-johnson/network-pipeline/tree/master/simulations#django-2.0
Node.js
-------
- `React + Redux example`_
- `Vue example`_
.. _React + Redux example: https://github.com/cornflourblue/react-redux-registration-login-example
.. _Vue example: https://github.com/petervmeijgaard/vue-2-boilerplate
Java
----
- `Spring Pet Clinic example in docker`_
.. _Spring Pet Clinic example in docker: https://github.com/anthonydahanne/terracotta-oss-docker