Navigating AI Application Security

This chapter introduces a speaker with a rich background in security and technology, discussing the critical importance of managing AI components in organizational contexts. It explores the architecture of AI applications in cloud environments, highlighting the interconnected layers and the journey organizations take from experimentation to optimization. Additionally, the chapter emphasizes the need for awareness and regulation in AI security, as well as the complexities of securing AI models versus utilizing AI for enhanced security.

Transcript

chevron_right

Play full episode

chevron_right

Transcript

Episode notes

What does it take to secure AI-based applications in the cloud? In this episode, host Ashish Rajan sits down with Bar-el Tayouri, Head of Mend AI at Mend.io, to dive deep into the evolving world of AI security. From uncovering the hidden dangers of shadow AI to understanding the layers of an AI Bill of Materials (AIBOM), Bar-el breaks down the complexities of securing AI-driven systems. Learn about the risks of malicious models, the importance of red teaming, and how to balance innovation with security in a dynamic AI landscape.