{"id":22969200,"url":"https://github.com/kyosu-1/malicious-url-detection","last_synced_at":"2025-07-18T13:35:31.285Z","repository":{"id":168062709,"uuid":"643682486","full_name":"kyosu-1/malicious-url-detection","owner":"kyosu-1","description":"Implement machine learning and deep learning algorithms for malicious URL detection","archived":false,"fork":false,"pushed_at":"2023-06-12T00:23:23.000Z","size":245,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-01T01:41:57.747Z","etag":null,"topics":["deep-learning","machine-learning","malicious-url-detection","security"],"latest_commit_sha":null,"homepage":"","language":"Python","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/kyosu-1.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":"2023-05-21T23:23:51.000Z","updated_at":"2023-05-22T00:10:38.000Z","dependencies_parsed_at":null,"dependency_job_id":"573c93ad-9510-490e-8ecf-1371410fe9ca","html_url":"https://github.com/kyosu-1/malicious-url-detection","commit_stats":null,"previous_names":["kyosu-1/urlnet"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/kyosu-1/malicious-url-detection","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyosu-1%2Fmalicious-url-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyosu-1%2Fmalicious-url-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyosu-1%2Fmalicious-url-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyosu-1%2Fmalicious-url-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kyosu-1","download_url":"https://codeload.github.com/kyosu-1/malicious-url-detection/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyosu-1%2Fmalicious-url-detection/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265769042,"owners_count":23825227,"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":["deep-learning","machine-learning","malicious-url-detection","security"],"created_at":"2024-12-14T21:32:57.961Z","updated_at":"2025-07-18T13:35:31.232Z","avatar_url":"https://github.com/kyosu-1.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# malicious url detection\n\n悪性URL検知の機械学習・深層学習アルゴリズムの論文実装を行う\n\n## Requirements\n\n* pyenv\n* Poetry\n* Docker\n\n## Setup\n\nInstall Python Dependencies\n\nUse pyenv to install Python 3.9.10 environments\n\n```bash\n$ pyenv install 3.9.10\n$ pyenv local 3.9.10\n```\n\nUse `poetry` to install library dependencies\n\n```bash\n$ poetry install\n```\n\n## Code static analysis tool\n| Tool                   | Usage              |\n|----------------------------|----------------------------|\n| [isort](https://pycqa.github.io/isort/)             | library import statement check     |\n| [black](https://pypi.org/project/black/)           | format code style  |\n| [flake8](https://flake8.pycqa.org/en/latest/)           | code quality check      |\n| [mypy](https://mypy.readthedocs.io/en/stable/)    |  static type checking |\n| [pysen](https://github.com/pfnet/pysen)    | manage static analysis tool  |\n\n## Usage\n\nRun formatter\n```bash\n$ make format\n```\n\nRun linter \n```bash\n$ make lint \n```\n\nRun pytest \n```bash\n$ make test \n```\n\n## 参考論文1\n\n- title: URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection\n- Author: Hung Le, Quang Pham, Doyen Sahoo, Steven C.H. Hoi\n- link: https://arxiv.org/abs/1802.03162\n- 実装: https://github.com/Antimalweb/URLNet\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkyosu-1%2Fmalicious-url-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkyosu-1%2Fmalicious-url-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkyosu-1%2Fmalicious-url-detection/lists"}