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Document-Borne Prompt Injection

Document-Borne Prompt Injection

05 Ağu 20261 dakika okuma süresi

Definition

Prompt injection where the payload is embedded inside office documents (e.g., white-on-white text, hidden JSON) that LLM productivity tools treat as trusted source material.

Key Points

  • Carrier documents may appear “internally created” after first Copilot pass — trust heuristics break
  • Enterprise risk: financial reports, market analyses, board packs

Related

  • ai-worm
  • xpia
  • prompt-injection
  • enterprise-llm-document-integrity

Sources

  • 2026-08-01-malwarebytes-copilot-ai-worm

Grafik Görünümü

  • Definition
  • Key Points
  • Related
  • Sources

Backlinkler

  • Researcher Discloses Self-Propagating Prompt Injection Worm in Microsoft Copilot for Word
  • Copilot for Word’de kendini kopyalayan prompt injection “AI worm”
  • AI Worm
  • Prompt Injection
  • Cross-Domain Prompt Injection (XPIA)
  • Wiki Index
  • Ingestion Log

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