{"id":22361669,"url":"https://github.com/sannjayy/python-phishing-url-detection","last_synced_at":"2025-10-15T00:32:07.691Z","repository":{"id":238451660,"uuid":"791703319","full_name":"sannjayy/python-phishing-url-detection","owner":"sannjayy","description":"Python Phishing URL Detection ","archived":false,"fork":false,"pushed_at":"2024-05-15T10:18:13.000Z","size":146,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-12-04T16:41:56.747Z","etag":null,"topics":["flask","machine-learning","pandas-library","portfolio","pycaret-library"],"latest_commit_sha":null,"homepage":"https://read.sanjaysikdar.dev","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/sannjayy.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":"2024-04-25T07:55:45.000Z","updated_at":"2024-10-17T04:43:35.000Z","dependencies_parsed_at":"2024-05-06T09:38:20.167Z","dependency_job_id":"5d505fd9-1dcd-4eb5-9e1a-124d6592a27f","html_url":"https://github.com/sannjayy/python-phishing-url-detection","commit_stats":null,"previous_names":["sannjayy/python-phishing-url-detection"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sannjayy%2Fpython-phishing-url-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sannjayy%2Fpython-phishing-url-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sannjayy%2Fpython-phishing-url-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sannjayy%2Fpython-phishing-url-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sannjayy","download_url":"https://codeload.github.com/sannjayy/python-phishing-url-detection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":236541950,"owners_count":19165764,"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":["flask","machine-learning","pandas-library","portfolio","pycaret-library"],"created_at":"2024-12-04T16:31:46.736Z","updated_at":"2025-10-15T00:32:02.357Z","avatar_url":"https://github.com/sannjayy.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Python Phishing URL Detection\n---\n\n### Demo Video: [https://youtu.be/9t4gbbrkfks](https://youtu.be/9t4gbbrkfks)\n\n**Python 3.11.9 _(Currently Using)_**\n\n\n## How to Run?\n\n- Clone or download [python-phishing-url-detection](https://github.com/sannjayy/python-phishing-url-detection) \n\n`git clone git@github.com:sannjayy/python-phishing-url-detection.git`\n\n\n- Create a virtual environment\n```bash\npython -m venv zenv\nsource zenv/Scripts/activate # Windows\nsource zenv/bin/activate # Mac\n```\n\n\n- Install basic requirements\n```bash\npip install -r requirements.txt\n\n# OR INITIAL INSTALLATION \npip install --upgrade pip\npip install --upgrade setuptools\n\npip install pandas whois httpx\npip install pycaret # It will take sometime.\n```\n\n### Replace Domains\n\n```python\nif __name__ == \"__main__\": \n    phishing_url_1 = 'https://bafybeifqd2yktzvwjw5g42l2ghvxsxn76khhsgqpkaqfdhnqf3kiuiegw4.ipfs.dweb.link/'\n    phishing_url_2 = 'http://about-ads-microsoft-com.o365.frc.skyfencenet.com'\n    real_url_1 = 'https://chat.openai.com'\n    real_url_2 = 'https://github.com/'\n    \n    \n    print(predict(phishing_url_1))\n    print(predict(phishing_url_2))\n    print(predict(real_url_1))\n    print(predict(real_url_2))\n```\n\n### To Run\n\n```bash\npython main.py\n\n\n# OUTPUT: {'prediction_label': 0, 'prediction_score': 68.39} \n\n# 0 = False | 1 True\n```\n\n---\n\n### To Run GUI\n\n```bash\npip install flask\n\npython app.py\n```\n\nOpen http://127.0.0.1:5000 in your browser!\n\n\n\n--- \n---\n\n- 🌏 [GitHub Repo](https://github.com/sannjayy/python-phishing-url-detection) \n- 🌏 [Website](https://www.sanjaysikdar.dev) \n- 📫 \u003cme@sanjaysikdar.dev\u003e\n- 📖 [read.sanjaysikdar.dev](https://read.sanjaysikdar.dev)\n- 📦 [pypi releases](https://pypi.org/user/sannjayy/) | [npm releases](https://www.npmjs.com/~sannjayy)\n\n---\n\n[![](https://img.shields.io/github/followers/sannjayy?style=social)](https://github.com/sannjayy)  \nDeveloped with ❤️ by *[sanjaysikdar.dev](https://www.sanjaysikdar.dev)*.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsannjayy%2Fpython-phishing-url-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsannjayy%2Fpython-phishing-url-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsannjayy%2Fpython-phishing-url-detection/lists"}