Generative AI Security Risks and Controls

Generative AI introduces new security considerations.

Risks

- Data leakage in prompts
- Hallucinated information
- Code vulnerabilities
- Intellectual property exposure
- Compliance violations

Enterprise Controls

- Approved AI tool list
- Data classification policies
- Prompt filtering
- Output validation
- Usage monitoring

Safe Usage Guidelines

- Never input sensitive data
- Verify AI-generated content
- Review generated code
- Document AI assistance
- Report concerning outputs