How do prop firms detect group trading and coordinated hedging?

Detection tools monitor trade correlation, entry timing, IP addresses, device fingerprints, and profit patterns across accounts. Sophisticated firms cross-reference multiple signals before flagging. False positives still hit legitimate traders. How reliable is group trading detection?