{"id":26423092,"url":"https://github.com/2n3g5c9/smart-network-sensor","last_synced_at":"2026-04-20T09:03:24.808Z","repository":{"id":37223583,"uuid":"182565831","full_name":"2n3g5c9/smart-network-sensor","owner":"2n3g5c9","description":"🔦 Meta-alerting compression of NIDS sensors data based on anomaly detection (old project).","archived":false,"fork":false,"pushed_at":"2022-12-26T21:45:11.000Z","size":11112,"stargazers_count":0,"open_issues_count":9,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-05-28T16:20:18.629Z","etag":null,"topics":["jupyter","keras","nids-sensors","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/2n3g5c9.png","metadata":{"files":{"readme":"README.md","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}},"created_at":"2019-04-21T18:00:12.000Z","updated_at":"2024-05-28T16:20:18.630Z","dependencies_parsed_at":"2023-01-31T02:00:57.732Z","dependency_job_id":null,"html_url":"https://github.com/2n3g5c9/smart-network-sensor","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/2n3g5c9%2Fsmart-network-sensor","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/2n3g5c9%2Fsmart-network-sensor/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/2n3g5c9%2Fsmart-network-sensor/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/2n3g5c9%2Fsmart-network-sensor/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/2n3g5c9","download_url":"https://codeload.github.com/2n3g5c9/smart-network-sensor/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244145198,"owners_count":20405599,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["jupyter","keras","nids-sensors","tensorflow"],"created_at":"2025-03-18T02:37:39.424Z","updated_at":"2026-04-20T09:03:19.780Z","avatar_url":"https://github.com/2n3g5c9.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n  \u003cimg width=\"512\" src=\"https://raw.githubusercontent.com/2n3g5c9/smart-network-sensor/master/img/banner.png\" alt=\"smart-network-sensor\"\u003e\n\u003c/div\u003e\n\n\u003cp align=\"center\"\u003e\n    \u003ca href=\"#%EF%B8%8F-foreword\"\u003eForeword\u003c/a\u003e\n    \u0026nbsp; • \u0026nbsp;\n    \u003ca href=\"#-getting-started\"\u003eGetting started\u003c/a\u003e\n    \u0026nbsp; • \u0026nbsp;\n    \u003ca href=\"#-techframeworks-used\"\u003eTech/frameworks used\u003c/a\u003e\n    \u0026nbsp; • \u0026nbsp;\n    \u003ca href=\"#-license\"\u003eLicense\u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/languages/count/2n3g5c9/smart-network-sensor.svg?style=flat\" alt=\"languages-badge\"/\u003e\n    \u003cimg src=\"https://img.shields.io/github/license/2n3g5c9/smart-network-sensor\" alt=\"license-badge\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/repo-size/2n3g5c9/smart-network-sensor\" alt=\"repo-size-badge\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/last-commit/2n3g5c9/smart-network-sensor\" alt=\"last-commit-badge\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/issues-raw/2n3g5c9/smart-network-sensor\" alt=\"open-issues-badge\"\u003e\n\u003c/p\u003e\n\n## ✍️ Foreword\n\nNIDS sensors can generate a tremendous number of alerts (most often false positives) that are hard to make sense of. Here are analyzed 3 public datasets, and resulted in a 96-98% compression ratio over the number of generated alerts.\n\n\u003cdiv align=\"center\"\u003e\n  \u003cimg width=\"650\" src=\"https://raw.githubusercontent.com/2n3g5c9/smart-network-sensor/master/img/example.png\" alt=\"smart-network-sensor example\"\u003e\n\u003c/div\u003e\n\n## 🏁 Getting started\n\n### Prerequisites\n\nYou must have **[Python 3.7](https://www.python.org/downloads/)** and **[Jupyter](https://jupyter.org/install)** installed, as well as the Python dependencies specific to the project (you can use **[Pipenv](https://github.com/pypa/pipenv)**).\n\n### Installation\n\nClone the repository:\n\n````bash\ngit clone https://github.com/2n3g5c9/smart-network-sensor \u0026\u0026 cd smart-network-sensor\n````\n\n### How to use\n\nSimply install the dependencies and run `jupyter`:\n\n````bash\njupyter notebook\n````\n\n## 🪄 Tech/frameworks used\n\n- [Jupyter](https://jupyter.org/): Open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text.\n- [Python 3](https://www.python.org/): Programming language that lets you work quickly and integrate systems more effectively.\n\n## 📃 License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F2n3g5c9%2Fsmart-network-sensor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F2n3g5c9%2Fsmart-network-sensor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F2n3g5c9%2Fsmart-network-sensor/lists"}