Intro to SAST for ML Code for AI Security Specialists

Master the fundamentals of SAST tailored for Machine Learning codebases, empowering you to proactively identify and mitigate security vulnerabilities in AI systems.
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Foundations of SAST in Machine Learning Security

Unit 1: Introduction to SAST and ML Security

Unit 2: Common ML Code Vulnerabilities

Unit 3: SAST Capabilities and Limitations for ML

Practical SAST Implementation and Vulnerability Remediation for ML Code

Unit 1: Setting Up Your SAST Environment for ML

Unit 2: Integrating SAST into ML Workflows

Unit 3: Interpreting and Remediating SAST Findings