Securing Generative AI Services
In previous chapters, we covered fundamental cloud services, from computing to storage and networking.
In this chapter, we will cover an emerging topic, generative AI (also known as GenAI), and we will learn how to use the fundamental cloud services to secure GenAI workloads. We will not be focusing on AI or machine learning in general, but on how to secure the infrastructure for running GenAI models.
We will also learn about services from AWS, Azure, and GCP, for running GenAI models and provide you with best practices of how to securely deploy and manage each of them.
In this chapter, we will cover the following topics:
- Introduction to GenAI
- Introduction to managed GenAI services
- Best practices for identity and access management in GenAI services
- Best practices for data protection in GenAI services
- Best practices for auditing and monitoring in GenAI services
