Coordination Intelligence

MULTI-AGENT SECURITY

Detect collusion between agents, visualize delegation chains, and map agent lineage trees. The security layer purpose-built for multi-agent architectures.

MLCollusion Detection
DAGAgent Lineage
ChainDelegation Tracking

See it in action

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MULTI-AGENT SECURITY — Custodex Dashboard

Spot coordinated agent misbehavior.

ML-powered analysis of agent pair interactions. Scores every agent pair on a 0-1 risk scale with confidence ratings. Detects patterns like synchronized denials, shared scope abuse, lineage evasion, sibling coordination, and generation-depth abuse. High-risk pairs flagged automatically with trend indicators.

// Collusion scan result
{
  "agentIds": ["agent_a", "agent_b"],
  "score": 0.87,
  "confidence": 0.92,
  "patterns": [
    "lineage_evasion",
    "sibling_coordination",
    "synchronized_denials"
  ],
  "trend": "rising"
}

Visualize parent-child agent hierarchies.

Interactive tree view of all agent relationships. Parent agents at the top, child agents indented by generation depth (GEN-0, GEN-1, GEN-2...). Each node shows status, protocol, scope count, and creation time. Subagent statistics overlay shows message counts, tool calls, and duration.

Track authority propagation through agent hierarchies.

View all active delegations with delegator, delegatee, permission set, and constraints. Validate chain depth and detect circular delegations. Authority attenuation ensures sub-agents inherit only a subset of parent permissions. Revoke delegations with cascading effect.

normal → warned → throttled → suspended.

Graduated enforcement ladder automatically escalates agents exhibiting risky behavior. Normal agents operate freely. Warned agents get alerts. Throttled agents have rate limits reduced. Suspended agents are blocked entirely. Kill switch for immediate suspension with audit trail.

What's included in
multi-agent security

01

ML-powered collusion detection with 0-1 risk scoring

02

Agent lineage tree with generation tracking

03

Delegation chain validation with circular dependency detection

04

Authority attenuation for sub-agent permission inheritance

05

Graduated enforcement: normal → warned → throttled → suspended

06

Kill switch with instant suspension and full audit logging