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A Holistic Approach to Understanding the AI Lifecycle and Securing ML Systems: Protecting AI Through People, Processes & Technology; With Guest: Rob van der Veer

The MLSecOps Podcast

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AI Security and Standards

This chapter explores the privacy and security implications of AI voice assistants and the disconnect between AI and traditional software practices. It emphasizes the importance of adopting standardized methodologies for AI systems, highlighting threats unique to machine learning environments and the newly established ISO 5338 standard. The discussion also includes feedback from the data science community and software engineering professionals on the integration of AI lifecycle concepts into established software development practices.

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