📧 Phishing Email Analyzer

Phishing Email Analyzer is a tool designed to help users detect phishing emails directly within Gmail. This application combines a Chrome extension and a Flask backend, using the local LLaMA 3 model via LM Studio to analyze emails while maintaining full data privacy.

✨ Features

🟢 Adds a "Check" button in Gmail to analyze emails. ✅ Emails marked as safe are highlighted in green, while suspicious ones are highlighted in red, with an explanatory popup. 🔒 Local analysis using LLaMA 3 through LM Studio, ensuring complete confidentiality and security.

🔧 Technologies Used

• Backend: Flask, LangChain, LM Studio.
• Frontend: Chrome extension integrated with Gmail.

⚙️ Installation and Setup

1️⃣ Clone the Repository

1. Clone the GitHub repository:

   git clone https://github.com/syphaxlch/Phishing_Email_Analyzer.git

2. Navigate to the directory:

   cd Email_Analysis_with_LLM

2️⃣ Install Backend Dependencies

Install the required Python dependencies:

pip install -r requirements.txt

3️⃣ Set Up LM Studio

1. Download and install LM Studio from https://lmstudio.ai/.
2. Import the LLaMA 3 model and ensure it runs correctly.

4️⃣ Run the Flask Backend

Start the Flask server using:

python server.py

5️⃣ Install the Chrome Extension

1. Go to chrome://extensions/ in your Chrome browser.
2. Enable Developer Mode.
3. Click on Load unpacked.
4. Select the chrome-extension folder.

6️⃣ Test the Tool

1. Open Gmail in your browser.
2. Select an email.
3. Click the Check button added by the extension to analyze the email.

🎬 Demo / Visual Preview

Watch the demo video to see Phishing Email Analyzer in action — de l’analyse d’e-mails à l’affichage du résultat via l’extension Gmail.