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CCC.Vector.TH01: Embedding Extraction and Model Inversion

Threat ID:CCC.Vector.TH01
Title:Embedding Extraction and Model Inversion
Description:

Attackers may infer or reconstruct original data by probing vector similarity APIs, especially with unrestricted access. This enables model inversion attacks, membership inference, and unauthorized data leakage from stored embeddings.

Related Capabilities

IDTitleDescription
CCC.Vector.F01Embedding StorageSupports storage of high-dimensional vector embeddings derived from raw input data such as text, images, or audio.
CCC.Vector.F03Similarity SearchEnables nearest-neighbor queries using a query embedding to return the most similar vectors from the store.
CCC.Vector.F06Real-Time QueryingProvides low-latency response to vector similarity queries suitable for interactive applications.

External Mappings

Reference IDEntry IDStrengthRemarks
FINOS-AIGF
AIR-SEC-002
0
Information Leaked to Vector Store