
Unpacking the Cloud Security Alliance AI Controls Matrix
04/16/25 • 35 min
In this episode of the MLSecOps Podcast, we sit down with three expert contributors from the Cloud Security Alliance’s AI Controls Matrix working group. They reveal how this newly released framework addresses emerging AI threats—like model poisoning and adversarial manipulation—through robust technical controls, detailed implementation guidelines, and clear auditing strategies.
Full transcript with links to resources available at https://mlsecops.com/podcast/unpacking-the-cloud-security-alliance-ai-controls-matrix
Thanks for checking out the MLSecOps Podcast! Get involved with the MLSecOps Community and find more resources at https://community.mlsecops.com.
Additional tools and resources to check out:
Protect AI Guardian: Zero Trust for ML Models
Recon: Automated Red Teaming for GenAI
Protect AI’s ML Security-Focused Open Source Tools
LLM Guard Open Source Security Toolkit for LLM Interactions
Huntr - The World's First AI/Machine Learning Bug Bounty Platform
Thanks for checking out the MLSecOps Podcast! Get involved with the MLSecOps Community and find more resources at https://community.mlsecops.com.
Additional tools and resources to check out:
Protect AI Guardian: Zero Trust for ML Models
Recon: Automated Red Teaming for GenAI
Protect AI’s ML Security-Focused Open Source Tools
LLM Guard Open Source Security Toolkit for LLM Interactions
Huntr - The World's First AI/Machine Learning Bug Bounty Platform
In this episode of the MLSecOps Podcast, we sit down with three expert contributors from the Cloud Security Alliance’s AI Controls Matrix working group. They reveal how this newly released framework addresses emerging AI threats—like model poisoning and adversarial manipulation—through robust technical controls, detailed implementation guidelines, and clear auditing strategies.
Full transcript with links to resources available at https://mlsecops.com/podcast/unpacking-the-cloud-security-alliance-ai-controls-matrix
Thanks for checking out the MLSecOps Podcast! Get involved with the MLSecOps Community and find more resources at https://community.mlsecops.com.
Additional tools and resources to check out:
Protect AI Guardian: Zero Trust for ML Models
Recon: Automated Red Teaming for GenAI
Protect AI’s ML Security-Focused Open Source Tools
LLM Guard Open Source Security Toolkit for LLM Interactions
Huntr - The World's First AI/Machine Learning Bug Bounty Platform
Thanks for checking out the MLSecOps Podcast! Get involved with the MLSecOps Community and find more resources at https://community.mlsecops.com.
Additional tools and resources to check out:
Protect AI Guardian: Zero Trust for ML Models
Recon: Automated Red Teaming for GenAI
Protect AI’s ML Security-Focused Open Source Tools
LLM Guard Open Source Security Toolkit for LLM Interactions
Huntr - The World's First AI/Machine Learning Bug Bounty Platform
Previous Episode

From Pickle Files to Polyglots: Hidden Risks in AI Supply Chains
Join Keith Hoodlet from Trail of Bits as he dives into AI/ML security, discussing everything from prompt injection and fuzzing techniques to bias testing and compliance challenges.
Full transcript with links to resources available at https://mlsecops.com/podcast/from-pickle-files-to-polyglots-hidden-risks-in-ai-supply-chains
Thanks for checking out the MLSecOps Podcast! Get involved with the MLSecOps Community and find more resources at https://community.mlsecops.com.
Additional tools and resources to check out:
Protect AI Guardian: Zero Trust for ML Models
Recon: Automated Red Teaming for GenAI
Protect AI’s ML Security-Focused Open Source Tools
LLM Guard Open Source Security Toolkit for LLM Interactions
Huntr - The World's First AI/Machine Learning Bug Bounty Platform
Next Episode

What’s Hot in AI Security at RSA Conference 2025?
What’s really hot at RSA Conference 2025? MLSecOps Community Manager Madi Vorbrich sits down with Protect AI Co‐Founder Daryan “D” Dehghanpisheh for a rapid rundown of must‐see sessions, booth events, and emerging AI‐security trends—from GenAI agents to zero‐trust AI and million‐model scans. Use this episode to build a bullet‐proof RSA agenda before you land in San Francisco.
Full transcript with links to resources available at https://mlsecops.com/podcast/whats-hot-in-ai-security-at-rsa-conference-2025
Thanks for checking out the MLSecOps Podcast! Get involved with the MLSecOps Community and find more resources at https://community.mlsecops.com.
Additional tools and resources to check out:
Protect AI Guardian: Zero Trust for ML Models
Recon: Automated Red Teaming for GenAI
Protect AI’s ML Security-Focused Open Source Tools
LLM Guard Open Source Security Toolkit for LLM Interactions
Huntr - The World's First AI/Machine Learning Bug Bounty Platform
If you like this episode you’ll love
Episode Comments
Generate a badge
Get a badge for your website that links back to this episode
<a href="https://goodpods.com/podcasts/the-mlsecops-podcast-282047/unpacking-the-cloud-security-alliance-ai-controls-matrix-89648923"> <img src="https://storage.googleapis.com/goodpods-images-bucket/badges/generic-badge-1.svg" alt="listen to unpacking the cloud security alliance ai controls matrix on goodpods" style="width: 225px" /> </a>
Copy