{"id":20408654,"url":"https://github.com/jcapellman/file-classifier","last_synced_at":"2026-06-01T02:31:30.936Z","repository":{"id":92566152,"uuid":"183796125","full_name":"jcapellman/FIle-Classifier","owner":"jcapellman","description":"ML.NET C# File Classifier","archived":false,"fork":false,"pushed_at":"2019-08-08T01:50:15.000Z","size":10218,"stargazers_count":2,"open_issues_count":18,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-05T02:41:27.408Z","etag":null,"topics":["asp-net-core","csharp","cybersecurity","file-classifier","kmeans-clustering","machine-learning","ml","ml-net","rest-api"],"latest_commit_sha":null,"homepage":"https://jcapellman.github.io/FIle-Classifier/","language":"C#","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/jcapellman.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-04-27T16:24:37.000Z","updated_at":"2020-02-11T20:09:06.000Z","dependencies_parsed_at":null,"dependency_job_id":"8bb3c0a9-afcf-49cf-bdad-9e6046cdcdc1","html_url":"https://github.com/jcapellman/FIle-Classifier","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/jcapellman/FIle-Classifier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jcapellman%2FFIle-Classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jcapellman%2FFIle-Classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jcapellman%2FFIle-Classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jcapellman%2FFIle-Classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jcapellman","download_url":"https://codeload.github.com/jcapellman/FIle-Classifier/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jcapellman%2FFIle-Classifier/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33757790,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-01T02:00:06.963Z","response_time":115,"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":["asp-net-core","csharp","cybersecurity","file-classifier","kmeans-clustering","machine-learning","ml","ml-net","rest-api"],"created_at":"2024-11-15T05:35:10.648Z","updated_at":"2026-06-01T02:31:30.919Z","avatar_url":"https://github.com/jcapellman.png","language":"C#","funding_links":[],"categories":[],"sub_categories":[],"readme":"# File Classifier\nAt a high level File Classifier (just a temporary name) is a dual model file classifier of both the file type and if it is benign or malicious.  For feature extraction, model training, model running, the job manager system and a simple web frontend I am using C#.  For the Machine Learning elements I'm using Microsoft's ML.NET.\n\nBreaking down the project a bit further:\n\n### Machine Learning\n* Trainer Application (.NET Core 2.2.5) - (FileClassifier.Trainer) - Trains and builds models\n* Library (.NET Core 2.2.5) - (FileClassifier.lib) - Contains all of the common code for the entire project\n\n### Job Manager\n* Job Uploader (.NET Core 2.2.5) - (FileClassifier.JobManager.Uploader) - Simple command line tool to submit new jobs\n* REST Service (ASP.NET Core 2.2.5) - (FileClassifier.JobManager.REST) - REST Service and Dashboard of the Jobs\n* Job Worker (.NET Core 2.2.5) - (FileClassifier.JobManager.Worker) - Self-contained console app\n\n### End User\n* Console Application (.NET Core 2.2.5)\n* Web Application (ASP.NET Core 2.2.5)\n\n### Unit Tests\n* Coverage across all of the projects (.NET Core 3) - (FileClassifier.UnitTests)\n\n## Milestones\nCurrently the project is broken into a couple major pieces:\n* Gather samples\n* Add more features to the models\n* Create the Job Manager platform\n* Re-train Models\n* Test Models\n\n## Deployment\nInvoles deployment of the Job Manager REST Service/Dashboard and then the Job Workers on the various Nodes.\n\nMaster branch deployments of the Job Manager REST Service/Dashboard are here: http://165.22.8.132/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjcapellman%2Ffile-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjcapellman%2Ffile-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjcapellman%2Ffile-classifier/lists"}