Session

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

This interactive session transforms AI security education into an engaging courtroom style debate. We'll present five critical vulnerabilities affecting modern AI development tools, and after each case study, the audience becomes the jury—voting on who's responsible: the careless user, the negligent developer, or the inadequate service provider.

We'll dissect real CVEs including GitHub Camo Leak (CVE-2025-59145), Ollama RCE (CVE-2024-37032), AWS MCP Server Shell Injection (CVE-2025-5277), Anthropic MCP Inspector DNS Rebinding (CVE-2025-49596 ) and Microsoft Copilot's zero-click data exfiltration (CVE-2025-32711). Each case reveals technical root causes through collaborative analysis.

The conclusion challenges the "blame game" itself: these vulnerabilities expose fundamental architectural weaknesses in agentic AI systems where traditional security models fail. We'll establish that securing AI tools demands a shared responsibility framework developers must code defensively, providers must architect securely, and users must understand AI-specific risks.

Makan Sepehrifar

Staff Engineer at Productboard

Amsterdam, The Netherlands

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