Steganographic exfiltration attacks succeed on embedding stores via retrieval-preserving perturbations such as small-angle orthogonal rotation, but an Ed25519-based provenance signature closes the attack class.
AI risk management framework (AI RMF 1.0).https://www.nist.gov/itl/ai-risk-management-framework, 2023
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VectorSmuggle: Steganographic Exfiltration in Embedding Stores and a Cryptographic Provenance Defense
Steganographic exfiltration attacks succeed on embedding stores via retrieval-preserving perturbations such as small-angle orthogonal rotation, but an Ed25519-based provenance signature closes the attack class.