Live operations
Securing AI does not stop at development and verification. Preventative and detective security is essential during deployment and live operations. This will entail the following aspects:
- Secure deployment: Secure deployment practices are essential to ensure the integrity, confidentiality, and smooth operation of the Enhanced FoodieAI solution during deployment. Here are some key measures to consider:
- Implement secure deployment practices, such as containerization and secure configuration management, to ensure the integrity and confidentiality of the Enhanced FoodieAI solution during the deployment process
- Use secure coding practices and perform code reviews to identify and fix vulnerabilities before deployment
- Conduct thorough testing and verification of the AI models and components in a secure staging environment before deploying to production
- Implement access controls and authentication mechanisms to prevent unauthorized access to the deployment pipeline and production...
