Safety & Security · Software component

Collusion Monitor

Software componentSafety & SecuritySafety, Security & Governancearc:CollusionMonitor

A monitoring component that detects coordinated behaviour patterns indicating coalitions or collusion among supposedly competing agents.

Responsibility. Detects collusion among competing agents.

Direct neighbourhood (hover for relationship types)

Relationships

monitors assurance

Strategic Agent Ch1.3

Design guidance

SHOULD be paired with enforcement mechanisms, since Nash equilibrium is not stable against coalitions.

Classification

Quality attributes: Security (ISO/IEC 25010 | NIST AI RMF: secure and resilient)Fairness (NIST AI RMF: fair, harmful bias managed)
Risks mitigated: Coalition formationPrice manipulationCollusion

Sources

Ch1.3: T. Nguyen, "Multi-Agent Systems," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 1.3. ISBN: 9798244538229.