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  <title>EP287: Creating Trust at Global Scale with Local AI: Reken-ing with Shuman Ghosemajumder</title>
  <description>Cloud Security Podcast Episode 285: Defending Against the AI DDoS Is internet trust fundamentally broken? On this episode, former Google&amp;amp;nbsp;&amp;quot;Click Fraud Czar&amp;quot; and Reken CEO&amp;amp;nbsp;Shuman Ghosemajumder&amp;amp;nbsp;joins hosts Tim Peacock and Nolan Karpinski to trace the evolution of automated fraud—from Gmail's early invite days to the origin of &amp;quot;credential stuffing.&amp;quot; Discover why today’s threat landscape feels like an&amp;amp;nbsp;AI DDoS, how cybercriminals exploit the&amp;amp;nbsp;&amp;quot;Smart Cow&amp;quot;&amp;amp;nbsp;resource model, and why running security models&amp;amp;nbsp;on-device&amp;amp;nbsp;is our best shot at defending against scaled AI slop without sacrificing data privacy. What you’ll learn:   🧠&amp;amp;nbsp;The &amp;quot;Smart Cow&amp;quot; Problem:&amp;amp;nbsp;How advanced exploit tools are built by the few and commoditized for the masses.   💻&amp;amp;nbsp;On-Device Defense:&amp;amp;nbsp;Why local, lightweight AI models are the future of communications security.   🛡️&amp;amp;nbsp;The Paranoia Protocol:&amp;amp;nbsp;Tim and Shuman's practical advice on validating identities in the age of deepfakes.   👉&amp;amp;nbsp;Subscribe&amp;amp;nbsp;for your weekly dose of cloud security insights, piping hot every Monday! Watch the full episode on YouTube at&amp;amp;nbsp;youtube.com/@CloudSecPodcast. </description>
  <author_name>Cloud Security Podcast by Google</author_name>
  <author_url>https://cloud.withgoogle.com/cloudsecurity/podcast/</author_url>
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