The following versions of Ununennium are currently receiving security updates:

We take security vulnerabilities seriously. If you discover a security issue, please follow these guidelines:

• Do not open a public GitHub issue for security vulnerabilities
• Do not disclose the vulnerability publicly before it has been addressed
• Do not exploit vulnerabilities beyond what is necessary to demonstrate them

1. Email: Send a detailed report to the project maintainers via GitHub private vulnerability reporting

2. Include in your report:

   • Description of the vulnerability
   • Steps to reproduce
   • Potential impact assessment
   • Suggested fix (if any)

3. Response timeline:

   • Acknowledgment: Within 48 hours
   • Initial assessment: Within 7 days
   • Resolution target: Within 30 days (depending on severity)

Ununennium processes geospatial imagery data. Users should be aware of:

We regularly audit dependencies for vulnerabilities:

# Check for vulnerabilities in dependencies
pip-audit

# Update dependencies
pip install --upgrade ununennium

When using pretrained models:

• Verify model sources before downloading
• Use provided checksum verification when available
• Be cautious with models from untrusted sources

1. Keep updated: Always use the latest version
2. Validate inputs: Sanitize file paths and user inputs
3. Secure credentials: Use environment variables for API keys
4. Audit data: Review data sources for licensing and privacy

1. No secrets in code: Never commit API keys, passwords, or tokens
2. Input validation: Validate all external inputs
3. Dependency review: Audit new dependencies before adding
4. Security testing: Consider security implications of changes

We thank security researchers who responsibly disclose vulnerabilities. Contributors will be acknowledged in release notes (with permission).