{"id":29088399,"url":"https://github.com/likithsshetty/phishing-website-detector","last_synced_at":"2026-04-11T19:31:14.830Z","repository":{"id":298527854,"uuid":"1000286514","full_name":"likithsshetty/Phishing-Website-Detector","owner":"likithsshetty","description":"Real-Time Phishing Detector is a full-stack security project that protects users from malicious websites using machine learning.","archived":false,"fork":false,"pushed_at":"2025-06-11T15:05:49.000Z","size":4142,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-28T03:02:08.058Z","etag":null,"topics":["cybersecurity","extension-chrome","flask","machine-learning","mongodb","nextjs","python-fullstack"],"latest_commit_sha":null,"homepage":"","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/likithsshetty.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,"zenodo":null}},"created_at":"2025-06-11T14:43:02.000Z","updated_at":"2025-06-11T15:08:58.000Z","dependencies_parsed_at":"2025-06-11T16:16:32.342Z","dependency_job_id":"df748f29-2496-4850-b180-75e962f77677","html_url":"https://github.com/likithsshetty/Phishing-Website-Detector","commit_stats":null,"previous_names":["likithsshetty/phishing-website-detector"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/likithsshetty/Phishing-Website-Detector","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/likithsshetty%2FPhishing-Website-Detector","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/likithsshetty%2FPhishing-Website-Detector/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/likithsshetty%2FPhishing-Website-Detector/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/likithsshetty%2FPhishing-Website-Detector/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/likithsshetty","download_url":"https://codeload.github.com/likithsshetty/Phishing-Website-Detector/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/likithsshetty%2FPhishing-Website-Detector/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266312093,"owners_count":23909744,"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","status":"online","status_checked_at":"2025-07-21T11:47:31.412Z","response_time":64,"last_error":null,"robots_txt_status":null,"robots_txt_updated_at":null,"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":["cybersecurity","extension-chrome","flask","machine-learning","mongodb","nextjs","python-fullstack"],"created_at":"2025-06-28T03:01:20.570Z","updated_at":"2025-12-30T22:07:00.355Z","avatar_url":"https://github.com/likithsshetty.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🛡️ Real-Time Phishing Detector\n\n![Python](https://img.shields.io/badge/Python-3.10%2B-blue?logo=python)\n![Flask](https://img.shields.io/badge/Backend-Flask-green?logo=flask)\n![MongoDB](https://img.shields.io/badge/Database-MongoDB-lightgrey?logo=mongodb)\n![React](https://img.shields.io/badge/Frontend-React-blue?logo=react)\n\n\u003e 🔐 A browser extension powered by Machine Learning and Flask backend to detect phishing websites **in real-time** and protect users from malicious attacks.\n\n---\n\n## 📸 Demo\n\n![Demo Screenshot](./Screenshots/ext2.png)\n![Demo Screenshot](./Screenshots/dash1.png)\n\n---\n\n## 🔍 Features\n\n- 🌐 Real-time URL scanning and phishing detection\n- 🧠 ML-based URL classification\n- 🧩 Browser extension (React + DaisyUI)\n- 🔒 User authentication with JWT\n- 📡 Flask API with MongoDB integration\n- 🔔 Automatic redirection from unsafe websites\n- 📊 Admin dashboard with URL \u0026 user management (Next.js)\n\n---\n\n## 🛠️ Tech Stack\n\n| Component        | Technology                       |\n|------------------|-----------------------------------|\n| Frontend         | React (Vite), DaisyUI             |\n| Backend          | Python Flask, JWT                |\n| Database         | MongoDB                          |\n| Browser Extension| Chrome/Edge/Firefox Compatible   |\n| Deployment       | Azure (IIS / App Service)         |\n\n---\n\n## ⚙️ Installation\n\n### 1. Clone the repository\n\n```bash\ngit clone https://github.com/likithsshetty/Real-Time-Phishing-Detector.git\n```\n\n### 2. Create Conda environment and install all packages.\nnavigate to backend folder and use the below command to install the packages.\n\n```bash\nconda env create -f environment.yml\nconda activate myenv\n```\n\n### 3. To install node dependencies for frontend.\nnavigate to frontend folder and use the below command to install the modules.\n\n```bash\nnpm install\n```\n\n### 4. To install node dependencies for Extension.\nnavigate to extension folder and use the below command to install the modules.\n\n```bash\nnpm install\n```\n\nRun ```bash npm run build``` to create extension\nAdd the extension folder in your desired browser\n\n---\n\n## ⚙️ Running the project\n\nuse ```bash python main.py``` inside the backend folder\nuse ```bash npm run dev``` inside the frontend folder\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flikithsshetty%2Fphishing-website-detector","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flikithsshetty%2Fphishing-website-detector","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flikithsshetty%2Fphishing-website-detector/lists"}