Autonomous Agents Beyond the Hype

05/14/25 • 24 min

Part 2 with Gavin Klondike dives into autonomous AI agents—how they really work, the attack paths they open, and practical defenses like least-privilege APIs and out-of-band auth. A must-listen roadmap for anyone building—or defending—the next generation of AI applications.

Full transcript with links to resources available at https://mlsecops.com/podcast/autonomous-agents-beyond-the-hype

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Full transcript with links to resources available at https://mlsecops.com/podcast/autonomous-agents-beyond-the-hype

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

Beyond Prompt Injection: AI’s Real Security Gaps

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In Part 1 of this two-part MLSecOps Podcast, Principal Security Consultant Gavin Klondike joins Dan and Marcello to break down the real threats facing AI systems today. From prompt injection misconceptions to indirect exfiltration via markdown and the failures of ML Ops security practices, Gavin unpacks what the industry gets wrong—and how to fix it.

Full transcript with links to resources available at https://mlsecops.com/podcast/beyond-prompt-injection-ais-real-security-gaps

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