In this episode of The BlueHat Podcast, host Nic Fillingham and Wendy Zenone share David Weston’s keynote from BlueHat India 2025. David explores the growing role of on-device AI in Windows, the security risks it introduces, and how Microsoft is rethinking architecture to defend against new threats like model tampering, data exfiltration, and AI-powered malware. He also shares insights on innovations like Windows Recall, biometric protection, and the future of secure, agentic operating systems.  In This Episode You Will Learn:   How AI integration in Windows (like Windows Recall and MS Paint) is evolving Emerging threats from protocols like MCP and CUAs What a “confused deputy” attack is, and how Microsoft is protecting users  Some Questions We Ask:  What are the biggest security threats in on-device AI—data, model, or runtime? Can AI be used to accelerate post-compromise attacks? What will it take to bring Azure-level confidential computing to the consumer device?      Resources:      View David Weston on LinkedIn   View Wendy Zenone on LinkedIn   View Nic Fillingham on LinkedIn     Related Microsoft Podcasts:     Microsoft Threat Intelligence Podcast   Afternoon Cyber Tea with Ann Johnson   Uncovering Hidden Risks       Discover and follow other Microsoft podcasts at microsoft.com/podcasts    Hosted on Acast. See acast.com/privacy for more information.

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