CSA Security Update

Beyond the Black Box: An AppSec Guide to AI

April 17, 2026·38 min
Episode Description from the Publisher

Most organizations are still securing AI like traditional systems, but AI changes the rules entirely. In this episode, leading security experts Jim Rotan and Manish Kumar Yadav from SAP reveal how AI’s probabilistic nature, supply chain risks, and emerging attack surfaces like prompt injection demand a complete overhaul of modern security strategy. From model poisoning to AI-driven data exfiltration, they break down the real risks in AI-powered environments—and what security teams must do dif...

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