Triage a suspicious ring without chasing every edge
Use components and k-core decomposition to triage a suspicious dense subgraph before escalation.
Fraud triage You have 312 accounts in the visual, three edge types, and 25 minutes before the risk standup. The risk is over-escalating a dense but legitimate group or under-escalating a resilient fraud core. Component -> Core -> Evidence Triage the graph before judging the actors Components define scope. k-core reveals resilient density. Edge evidence turns structure into an investigation. Hairball Screenshot the cluster and ask for a decision. Escalate a case packet, not a picture. Graph metrics prioritize investigation. They do not replace evidence. 01 Scope 02 Core 03 Evidence first fork The visual shows one large mass, but…
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