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CCC.Vector.TH06: Search Result Manipulation via ANN Bias

Threat ID:CCC.Vector.TH06
Title:Search Result Manipulation via ANN Bias
Description:

Approximate nearest neighbor (ANN) algorithms may yield non-deterministic or biased results. Adversaries may exploit these differences to evade detection or bias AI responses.

Related Capabilities

IDTitleDescription
CCC.Vector.F12Approximate or Exact Search ModesSupports both approximate nearest neighbor (ANN) algorithms for speed and exact search modes for precision-critical applications.

External Mappings

Reference IDEntry IDStrengthRemarks
MITRE-ATT&CK
T1565
0
Data Manipulation
MITRE-ATT&CK
T1027
0
Obfuscated Files or Information
FINOS-AIGF
AIR-OP-014
0
Inadequate System Alignment

Controls

IDTitleObjectiveControl FamilyThreat MappingsGuideline MappingsAssessment Requirements
CCC.Vector.C07Support Explicit ANN vs. Exact Search ConfigurationProvide clients with the option to enforce exact-match (non-ANN) search where search fidelity is critical. Vector Indexing
1
0
1