https://github.com/likithsshetty/phishing-website-detector

Real-Time Phishing Detector is a full-stack security project that protects users from malicious websites using machine learning.
https://github.com/likithsshetty/phishing-website-detector

cybersecurity extension-chrome flask machine-learning mongodb nextjs python-fullstack

Last synced: 8 days ago
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Real-Time Phishing Detector is a full-stack security project that protects users from malicious websites using machine learning.

• Host: GitHub
• URL: https://github.com/likithsshetty/phishing-website-detector
• Owner: likithsshetty
• Created: 2025-06-11T14:43:02.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2025-06-11T15:05:49.000Z (7 months ago)
• Last Synced: 2025-06-28T03:02:08.058Z (6 months ago)
• Topics: cybersecurity, extension-chrome, flask, machine-learning, mongodb, nextjs, python-fullstack
• Language: Jupyter Notebook
• Homepage:
• Size: 3.95 MB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: Readme.md

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README

          
# 🛡️ Real-Time Phishing Detector

![Python](https://img.shields.io/badge/Python-3.10%2B-blue?logo=python)

![Flask](https://img.shields.io/badge/Backend-Flask-green?logo=flask)

![MongoDB](https://img.shields.io/badge/Database-MongoDB-lightgrey?logo=mongodb)

![React](https://img.shields.io/badge/Frontend-React-blue?logo=react)

> 🔐 A browser extension powered by Machine Learning and Flask backend to detect phishing websites **in real-time** and protect users from malicious attacks.

---

## 📸 Demo

![Demo Screenshot](./Screenshots/ext2.png)

![Demo Screenshot](./Screenshots/dash1.png)

---

## 🔍 Features

- 🌐 Real-time URL scanning and phishing detection

- 🧠 ML-based URL classification

- 🧩 Browser extension (React + DaisyUI)

- 🔒 User authentication with JWT

- 📡 Flask API with MongoDB integration

- 🔔 Automatic redirection from unsafe websites

- 📊 Admin dashboard with URL & user management (Next.js)

---

## 🛠️ Tech Stack

| Component        | Technology                       |

|------------------|-----------------------------------|

| Frontend         | React (Vite), DaisyUI             |

| Backend          | Python Flask, JWT                |

| Database         | MongoDB                          |

| Browser Extension| Chrome/Edge/Firefox Compatible   |

| Deployment       | Azure (IIS / App Service)         |

---

## ⚙️ Installation

### 1. Clone the repository

```bash

git clone https://github.com/likithsshetty/Real-Time-Phishing-Detector.git

```

### 2. Create Conda environment and install all packages.

navigate to backend folder and use the below command to install the packages.

```bash

conda env create -f environment.yml

conda activate myenv

```

### 3. To install node dependencies for frontend.

navigate to frontend folder and use the below command to install the modules.

```bash

npm install

```

### 4. To install node dependencies for Extension.

navigate to extension folder and use the below command to install the modules.

```bash

npm install

```

Run ```bash npm run build``` to create extension

Add the extension folder in your desired browser

---

## ⚙️ Running the project

use ```bash python main.py``` inside the backend folder

use ```bash npm run dev``` inside the frontend folder