{"id":19176572,"url":"https://github.com/jldbc/malicious-urls","last_synced_at":"2026-06-23T05:31:13.705Z","repository":{"id":100931353,"uuid":"62779845","full_name":"jldbc/malicious-urls","owner":"jldbc","description":"Malicious url classifier build with SVM, random forest, and logistic regression classifiers","archived":false,"fork":false,"pushed_at":"2016-07-07T06:32:26.000Z","size":1053,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-23T01:14:04.094Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jldbc.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2016-07-07T06:13:39.000Z","updated_at":"2022-10-16T14:23:24.000Z","dependencies_parsed_at":"2023-06-10T22:15:39.250Z","dependency_job_id":null,"html_url":"https://github.com/jldbc/malicious-urls","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jldbc/malicious-urls","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jldbc%2Fmalicious-urls","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jldbc%2Fmalicious-urls/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jldbc%2Fmalicious-urls/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jldbc%2Fmalicious-urls/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jldbc","download_url":"https://codeload.github.com/jldbc/malicious-urls/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jldbc%2Fmalicious-urls/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34677382,"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":"2026-06-23T02:00:07.161Z","response_time":65,"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":[],"created_at":"2024-11-09T10:29:05.226Z","updated_at":"2026-06-23T05:31:13.684Z","avatar_url":"https://github.com/jldbc.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Malicious Urls: Statistical Learning Project\nMalicious url classifier build with SVM, random forest, and logistic regression classifiers.\n\n## Data\nThe data used is a subset of the UCSD malicious url data set, which can be found [here](http://sysnet.ucsd.edu/projects/url/ \"Title\").\n\n## Does it Work?\nYes, the classifier is very accurate, correctly classifying approximately 99% of the 56,000 observations tested.\n\n## Is it Practical?\nNo, not at all. This was solely an academic exercise. Collecting the \u003e3 million features observed in this data set in real time in order to turn this into a real-world security system is far outside the scope of this project. \n\n## How Did you Build it, and How do the Models Work?\nCheck out [writeup.pdf!](https://github.com/jldbc/malicious-urls/blob/master/writeup.pdf \"Title\").\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjldbc%2Fmalicious-urls","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjldbc%2Fmalicious-urls","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjldbc%2Fmalicious-urls/lists"}