Safety & Security · Software component

Swarm Anomaly Detector

Software componentSafety & SecuritySafety, Security & Governancearc:SwarmAnomalyDetector

A monitoring component that identifies systematically faulty swarm members and excludes them from coordination.

Responsibility. Detects and isolates faulty swarm agents.

Also known as: Trust repair mechanism

Direct neighbourhood (hover for relationship types)

Relationships

overrides control

Swarm Agent Ch1.3

monitors assurance

Swarm Agent Ch1.3

Design guidance

MUST be added explicitly; swarms are not inherently self-healing and a biased agent gradually corrupts neighbours.

Classification

Quality attributes: Reliability (ISO/IEC 25010 | NIST AI RMF: valid and reliable)Security (ISO/IEC 25010 | NIST AI RMF: secure and resilient)
Risks mitigated: Error propagation through local rulesSwarm collapsePremature convergence

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.