Add Comprehensive Documentation

[devin-ai-integration]

Integrated AI-driven Security Features into NeuroFlex Project

This pull request integrates advanced AI security features into the NeuroFlex project, enhancing its capabilities for future AI development. The changes focus on improving threat detection and response mechanisms using machine learning and deep learning techniques.

Key Changes

1. Enhanced ThreatDetector class:

   • Implemented machine learning-based anomaly detection
   • Added deep learning models for predictive security
   • Improved threat analysis and reporting

2. Updated AdvancedSecurityAgent class:

   • Integrated new AI-driven threat detection features
   • Enhanced threat mitigation strategies
   • Improved performance monitoring and self-healing capabilities

3. Comprehensive testing:

   • Ran full test suite to ensure integration stability
   • Addressed minor issues and warnings

4. Added comprehensive documentation:

   • Detailed project architecture and components
   • Integration guidelines for diverse AI development processes
   • Explanation of security measures across various AI development stages
   • Best practices for integrating the AI security project

Next Steps

• Further refinement of AI models for threat detection
• Enhanced integration with bioinformatics security checks
• Continuous monitoring and improvement of security measures

Link to Devin run

This Devin run was requested by kasinadhsarma.

If you have any feedback, you can leave comments in the PR and I'll address them in the app!