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Anti-Sybil Filtering: How Projects Detect Fake Accounts

A practical, deep-dive guide for Web3 builders and operators on detecting and mitigating Sybil attacks in US-facing ecosystems—from theory to hands-on playbooks. Combines on-chain signals, governance design, and industry tooling with a nuanced view of competing approaches.