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PythonMachine LearningCybersecurity
Overview
The Phishing Detection System is an advanced security tool that uses artificial intelligence to identify potential phishing attempts in emails and websites. It analyzes various factors such as URL structure, domain age, HTML/CSS tricks, and content patterns to determine the likelihood of a phishing attempt. The system provides real-time alerts to users, helping them avoid falling victim to increasingly sophisticated phishing attacks.
Features
- Real-time email scanning for phishing indicators
- URL analysis and reputation checking
- Machine learning-based content analysis
- Browser extension for web protection
- Detailed threat intelligence reporting
Technologies Used
- Python for backend processing
- TensorFlow for machine learning models
- Natural Language Processing for content analysis
- MongoDB for threat intelligence database
- Flask for API endpoints
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