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Embedding Space Probing
🟡 MEDIUM
model_extraction
theoretical
AVE-2025-0069
· aka: Vector Theft
Summary
Attacker queries the agent's embedding model to reconstruct proprietary embedding space characteristics.
Blast Radius
Proprietary embedding model partially reconstructed.
Prerequisites
Access to agent's similarity/search API using embeddings.
Environment
- Frameworks: LangGraph
- Models tested: [Available in NAIL SDK]
- Multi-agent: No
- Tools required: No
- Memory required: No