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
ID | Title | Description |
---|---|---|
CCC.Vector.F01 | Embedding Storage | Supports storage of high-dimensional vector embeddings derived from raw input data such as text, images, or audio. |
CCC.Vector.F03 | Similarity Search | Enables nearest-neighbor queries using a query embedding to return the most similar vectors from the store. |
CCC.Vector.F06 | Real-Time Querying | Provides low-latency response to vector similarity queries suitable for interactive applications. |
External Mappings
Reference ID | Entry ID | Strength | Remarks |
---|---|---|---|
FINOS-AIGF | AIR-SEC-002 | 0 | Information Leaked to Vector Store |