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Guest speaker Joe Sullivan (former Chief Security Officer of Uber, Facebook, Cloudflare) discusses security infrastructure and incident response at scale, drawing from his experience leading security teams at major tech platforms. The talk covers practical challenges in vulnerability management, implementing detection systems, and navigating the evolving regulatory landscape for tech companies. Part of Stanford's CS153 course on Infrastructure at Scale, taught by Michael Abbott (ex-Apple/Twitter) and Anjney Midha (a16z, ex-Discord). The course examines real-world infrastructure challenges through guest lectures from experienced practitioners. Course site: https://cs153.stanford.edu/ Course discord: / discord Topics covered: Building and scaling bug bounty programs Security incident response for distributed systems Threat actor attribution techniques Infrastructure security monitoring Public-private sector collaboration Regulatory compliance for security teams 00:00 Introduction and Early Career 00:15 Transition to Cybersecurity 00:33 Corporate Journey: eBay, PayPal, Facebook, Uber, and Cloudflare 02:07 Government and Tech: A Complex Relationship 02:38 The Collision of Public and Private Sectors 08:52 The Uber Incident: A Deep Dive 22:43 Trial and Conviction 27:03 Life After Conviction: Advocacy and Non-Profit Work 36:39 Reflections on Cybersecurity and Government Regulation