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"They’ll Verify. They Just Won’t Act. How Authority Framing and Laundered Code Turn a Trusted Agentic CI/CD Pipeline Into an Attack Surface", Jul 2026.
]-> Dataset and reproduction code
// Prompt secrecy and distributed verification are not security controls: a trusted agentic pipeline shipped attacker-specified secret exfiltration because an authority claim made verifiers rubber-stamp code whose malice they could see, while content controls were blind to it..
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Agentic_CICD_Pipeline_Attack_Surface.pdf96.2 KB