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Jailbreak Chaining for Capability Escalation

🔴 CRITICAL injection theoretical AVE-2025-0033

· aka: Iterative Privilege Escalation, Step-by-Step Jailbreak

Summary

A single jailbreak extracts one capability. Chaining multiple small jailbreaks achieves full system compromise: env vars → API keys → cloud auth → persistent access → reverse shell.

Blast Radius

Full system compromise from chain of individually-benign steps.

Prerequisites

Agent with code execution and cloud/API access.

Environment

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

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