6min chapter

Secure Ventures with Kyle McNulty cover image

HiddenLayer: Chris Sestito on ML/AI Security Incidents and Defense Capabilities

Secure Ventures with Kyle McNulty

CHAPTER

Monitoring as a Security Approach for Machine Learning

Exploring the rationale behind prioritizing monitoring as a security measure for AI, focusing on identifying attacks through behavioral patterns and empowering data scientists and security operators to protect ML assets efficiently. The chapter delves into the complexities of monitoring machine learning models to prevent exploitation, emphasizing the need to differentiate between benign and anomalous behaviors.

00:00

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode