Regulators and policymakers face unprecedented challenges balancing innovation with consumer protection, financial stability, and national security concerns. This space, characterized by its decentralized nature, borderless transactions, and pseudonymous user identities, presents a unique set of security hurdles. Among these, Sybil attacks, bot firms, and sophisticated scams have emerged as persistent threats, infesting the blockchain ecosystem.