Hardening Kubeflow Security for Enterprise Environments

Explore Kubeflow security challenges and solutions in this 41-minute conference talk from CNCF. Discover how the open-source Kubernetes-native MLOps platform measures up to Kubernetes security best practices and learn about its architectural shortcomings. Examine real-world security breaches, including unauthorized access to namespaces and clusters, user impersonation, and data privacy issues. Gain insights into creating a robust and secure MLOps platform of trust, and learn how to contribute to ongoing efforts to enhance Kubeflow's security posture for enterprise environments.

Hardening Kubeflow Security for Enterprise Environments - Julius Kohout & Diana Dimitrova Atanasova