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Cross-Modal Attack Chain

🟠 HIGH composite proven AVE-2025-0065

· aka: Multimodal Exploit

Summary

Attack spans modalities: visual injection in an image → text extraction by vision model → instruction execution by language agent.

Blast Radius

Bypass of text-only input filters via image channel.

Prerequisites

Multimodal agent pipeline processing images and text.

Environment

  • Frameworks: LangGraph
  • Models tested: [Available in NAIL SDK]
  • Multi-agent: No
  • Tools required: No
  • Memory required: No

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