Cybersecurity

Shai-Hulud Campaign Evolution: Miasma, Hades, and AI Scanner Evasion

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The Shai-Hulud cyber campaign has transitioned from simple package poisoning to compromising CI/CD pipelines, IDE configuration files, and evading AI security scanners via prompt injection. This evolution is significant because it weaponizes trusted build environments and developer tools, rendering traditional cryptographic provenance and automated scanning insufficient for verifying software safety. Moving forward, organizations must treat repository configuration files as executable code and implement system-prompt isolation to protect LLM-based scanning pipelines from subversion.

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