Angler
by EggKai
Angler is a machine learning-based tool designed to detect phishing emails effectively.
Detecting Phishing Emails Using Machine Learning
Primary Use Case
This tool is primarily used by individuals and organizations looking to enhance their email security by identifying phishing attempts. It provides a user-friendly interface through a web server and browser extension, making it accessible even for non-technical users.
- Phishing detection model using machine learning
- Web server API for email analysis
- Browser extension for easy access
- Local GUI application for offline analysis
- Command line tool for GUI-less operating systems
- Integration with third-party services like Gmail API
Installation
- Clone the repository using git clone
- Set up the Flask server
- Install required Python packages
- Can be chained with Metasploit for automated exploitation
- Useful for continuous security monitoring in CI/CD pipelines
- Integrate with SIEM tools for real-time alerting
- Enhance model with user feedback for continuous improvement
- Utilize threat intelligence feeds to improve phishing detection accuracy
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