Approximate nearest neighbor (ANN) algorithms may yield non-deterministic or biased results. Adversaries may exploit these differences to evade detection or bias AI responses.
Database / Vector / Threats / DEV
Search Result Manipulation via ANN Bias
CCC.Vector.TH06
Related Capabilities
| ID | Title | Description |
|---|---|---|
| CCC.Vector.CP12 | Approximate or Exact Search Modes | Supports both approximate nearest neighbor (ANN) algorithms for speed and exact search modes for precision-critical applications. |
Related Controls
| ID | Title | Description |
|---|---|---|
| CCC.Vector.CN07 | Support Explicit ANN vs. Exact Search Configuration | Provide clients with the option to enforce exact-match (non-ANN) search where search fidelity is critical. |