SafeNet Browser Extension

AI-powered phishing detection with cookie management capabilities

⚠️ Experimental Project - Not Production Ready! Security improvements needed before deployment.

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🚀 Features

• Real-time URL scanning with fine-tuned BERT model
• Cross-browser compatibility (Chrome / Firefox / Edge)
• Cookie inspection & modification tools
• Dockerized API backend
• Built using Plasmo framework (Manifest V3 support)

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🖼️ Architecture

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⚡ Quick Start

🔌 Extension Installation

1. Download the folder: Safe-net/build/chrome-mv3-prod
2. In Chrome:
   • Navigate to chrome://extensions/
   • Enable Developer Mode (top-right toggle)
   • Click Load Unpacked and select the folder

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🖥️ API Deployment

🔸 Cloud (Temporary AWS ECS)

⚠️ Unstable - Use only for testing

🔹 Local (Recommended)

docker pull azanmoha/flaskapi_chrome_extension:latest
docker run -p 5001:5000 azanmoha/flaskapi_chrome_extension
# Accessible at http://localhost:5001

for developers.

Extension

1- clone default branch

git clone https://github.com/Ghost-Oman/URL_Detection_Bert.git

2- cd safe-net

3- pnpm install

4- pnpm plasmo install

5- pnpm dev --verbose ///for development server

5- pnpm build /// building extension

flask api

all files are in flask-ap