mLLMCelltype is actively maintained with security updates for the following versions:

We take security vulnerabilities in mLLMCelltype seriously. If you discover a security vulnerability, please follow these steps:

Please do not report security vulnerabilities through public GitHub issues. Instead, report them privately to:

• Email: [email protected]
• Subject: "[SECURITY] mLLMCelltype Vulnerability Report"

Please include the following information in your report:

• Description of the vulnerability
• Steps to reproduce the issue
• Potential impact and affected versions
• Any suggested fixes (if available)

We will acknowledge your report within 48 hours and provide:

• Initial assessment within 5 business days
• Regular updates on our progress
• Credit for responsible disclosure (if desired)

When using mLLMCelltype:

• API Keys: Never commit API keys to your repository
• Data Privacy: Be mindful of sensitive biological data when using cloud LLM services
• Network Security: Use HTTPS endpoints for all API communications
• Access Control: Limit API key permissions to necessary scopes only

mLLMCelltype includes several security features:

• API Key Management: Secure storage and rotation support
• Input Validation: Sanitization of user inputs to prevent injection attacks
• Error Handling: Safe error messages that don't expose sensitive information
• Audit Logging: Comprehensive logging for security monitoring

For general security questions about mLLMCelltype:

• GitHub Discussions: https://github.com/cafferychen777/mLLMCelltype/discussions
• Discord Community: https://discord.gg/pb2aZdG4