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Context Window Exhaustion Attack
🟠 HIGH
temporal_exploitation
proven
AVE-2025-0056
· aka: Prompt Crowding
Summary
Attacker floods agent's context window with benign content, pushing system instructions out of effective attention range.
Blast Radius
Safety instructions become ineffective.
Prerequisites
Agent with limited context window and no context management.
Environment
- Frameworks: LangGraph
- Models tested: [Available in NAIL SDK]
- Multi-agent: No
- Tools required: No
- Memory required: No