Project Overview:
- WebGuard is an AI-powered web application designed to detect and warn Ethereum users against phishing domains, providing essential protection from fraud and cyber attacks.
Features:
- Utilizes AI for phishing domain detection.
- Notifies users of potential danger and advises against site access.
- Proactively reports phishing sites to relevant authorities within the Ethereum community and law enforcement.
Approaches Used:
- LSTM (Long Short-Term Memory):
- Contributes to phishing detection by capturing long-term dependencies and patterns in the data.
- XGBoost:
- Enhances accuracy and efficiency in phishing detection, particularly adept at handling complex data relationships.