Gun Phishing is an email security system designed to help protect against phishing threats through automated email analysis. The system leverages a BERT-based AI model, fine-tuned with 21,000 parameters, to detect the likelihood of phishing in incoming emails. Detected emails are then categorized accordingly in the Django backend.
Automated Email Listening: Uses listen.py to periodically check for new emails. Phishing Detection AI: Employs a finely-tuned BERT model to analyze email content and determine phishing threats. Email Categorization: Automatically sorts emails into "General" and "Phishing" categories based on AI assessments. Django Backend: Manages the data processing and serves the web interface for results visualization.
- Python 3.12 or higher
- Django 3.2 or higher
- Install Python
- Install django
- All packages in requirements.txt file using
pip install -r requirements.txt - Create virtual environment
- run
python manage.py makemigrations - run
python manage.py migrate - run
python manage.py createsuperuser - run
python manage.py runserver
