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Who to blame? The AI, The Programmer, or The Prompt?

Talkat Voxxed Days Zurich 2026 · on Tuesday, 2026-03-24· [security, ai-assisted-development]
slides:none on file

Five live case studies show concrete bugs and fixes: a Copilot image proxy leak that exfiltrates secrets via camo URLs and leads to CVE-2025-53773, an unauthenticated Olama Docker API that enables manifest poisoning and local-to-remote RCE, AWS MCP string concatenation that becomes shell injection and long-lived reverse shells, a prompt‑injection path that exposes private repos, and a Microsoft zero‑click exfiltration chain CVE-2025-32711. Each case gives the exploit vector, the patch applied, and who changed behavior.

AI-written summary · about

  1. 0:00AI blaming trial introduction
  2. 3:48Camo attack on GitHub Copilot
  3. 8:54Defending GitHub Copilot
  4. 11:25Olama’s local flaw
  5. 14:19Defending Olama
  6. 16:51AWS MCP shell injection
  7. 19:50Defending AWS and Amazon
  8. 21:34Invisible collaborator threat
  9. 25:09AI security mental model gap
  10. 30:09Responsibility for AI vulnerabilities
  11. 32:35Closing remarks
  12. 33:00Q&A
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