tldr - powered by Generative AI

• Tokenization is used to protect patient privacy by changing personally identifiable information to a token based on a hardware security key.
• Strict confinement features of micro-kubernetes distribution are used to ensure tamper-proof tokenization.
• Confidential computing is used to expand local Kubernetes clusters in a safe way by creating a VM on a public cloud and utilizing open enclave and open source projects to configure the confidential compute and underlying hardware features.
• The benefits of using public clouds for research use cases are discussed, including the ability to spike up capacity when training a bigger model.
• The presentation emphasizes the importance of using secure MLOps to comply with industry standards and protect patient privacy.

tldr - powered by Generative AI

• Containers have become the norm as cloud adoption increases sharply.
• Developers face challenges in making containers production-ready and secure.
• Kyverno and DockerSlim are two projects that address these challenges.
• Kyverno provides policies that act as a contract for shared environments like Kubernetes.
• DockerSlim helps in minifying container images and automating the creation of AppArmor and SecComp profiles.
• The combination of Kyverno and DockerSlim makes cluster security management easier and more efficient.