{"id":18123287,"url":"https://github.com/jay-johnson/network-pipeline-datasets","last_synced_at":"2026-04-06T08:32:00.281Z","repository":{"id":72596469,"uuid":"119345656","full_name":"jay-johnson/network-pipeline-datasets","owner":"jay-johnson","description":"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","archived":false,"fork":false,"pushed_at":"2018-01-30T00:37:18.000Z","size":3550,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-05-13T07:52:47.995Z","etag":null,"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"],"latest_commit_sha":null,"homepage":"https://medium.com/@jay.p.h.johnson/anti-nex-antivirus-for-network-exploits-60d0566911d0","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jay-johnson.png","metadata":{"files":{"readme":"README.rst","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-01-29T07:10:36.000Z","updated_at":"2018-02-13T10:15:42.000Z","dependencies_parsed_at":null,"dependency_job_id":"374452a8-407a-4ce8-8181-1cf999a9c8dc","html_url":"https://github.com/jay-johnson/network-pipeline-datasets","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jay-johnson/network-pipeline-datasets","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jay-johnson%2Fnetwork-pipeline-datasets","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jay-johnson%2Fnetwork-pipeline-datasets/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jay-johnson%2Fnetwork-pipeline-datasets/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jay-johnson%2Fnetwork-pipeline-datasets/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jay-johnson","download_url":"https://codeload.github.com/jay-johnson/network-pipeline-datasets/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jay-johnson%2Fnetwork-pipeline-datasets/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31464604,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-05T21:22:52.476Z","status":"online","status_checked_at":"2026-04-06T02:00:07.287Z","response_time":112,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["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"],"created_at":"2024-11-01T07:08:57.894Z","updated_at":"2026-04-06T08:32:00.266Z","avatar_url":"https://github.com/jay-johnson.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"Network Pipeline Datasets\n=========================\n\nThis 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.\n\nI generated these datasets with the `Network Pipeline`_ capture framework. With the capture framework running, I ran `ZAP simulations`_ that scanned targeted web applications.\n\n.. image:: https://www.owasp.org/images/1/11/Zap128x128.png\n    :align: center\n\n.. _Network Pipeline: https://github.com/jay-johnson/network-pipeline\n.. _ZAP simulations: https://github.com/jay-johnson/network-pipeline/tree/master/simulations#network-traffic-simulations\n\nCaptured datasets from application servers running on an Ubuntu 17.10 vm:\n    \nPython\n------\n\n- `Flask RESTplus example`_\n- `Django 2.0`_ \n\n.. _Flask RESTplus example: https://github.com/frol/flask-restplus-server-example\n.. _Django 2.0: https://github.com/jay-johnson/network-pipeline/tree/master/simulations#django-2.0\n\nNode.js\n-------\n\n- `React + Redux example`_\n- `Vue example`_\n\n.. _React + Redux example: https://github.com/cornflourblue/react-redux-registration-login-example\n.. _Vue example: https://github.com/petervmeijgaard/vue-2-boilerplate\n\nJava\n----\n\n- `Spring Pet Clinic example in docker`_\n\n.. _Spring Pet Clinic example in docker: https://github.com/anthonydahanne/terracotta-oss-docker\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjay-johnson%2Fnetwork-pipeline-datasets","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjay-johnson%2Fnetwork-pipeline-datasets","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjay-johnson%2Fnetwork-pipeline-datasets/lists"}