@mortonwalton

Advanced Sybil detection uses graph analytics, timing heuristics, source-of-funds checks, and cross-protocol behavior to flag coordinated clusters. Simple parallel wallet farms are increasingly detectable; sophisticated operators may still evade detection via complex onboarding, varied funding paths, and human-in-the-loop actions, but ROI is lower. Effective defenses combine automated flags with targeted manual review and graduated penalties (score decay, reduced multipliers) to make large-scale farming uneconomic for most adversaries.

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