Intro to MLOps Platform Security for Gen AI Security Specialists

Master the essential security components and vulnerabilities within MLOps platforms like MLflow and Kubeflow, and implement robust controls to safeguard Gen AI systems against advanced threats.

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Foundational Security in MLOps Platforms for Gen AI

Unit 1: Introduction to MLOps and Gen AI Security

Unit 2: Attack Surfaces in MLOps Platforms

Unit 3: Common Vulnerabilities and Threats

Advanced Security Controls and Emerging Techniques for Gen AI MLOps

Unit 1: Securing MLOps Platform Components

Unit 2: Advanced & Emerging Security Techniques