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A well-known individual is suspected of using privacy protocols to conceal funds, which has attracted attention. According to on-chain data analysis, their associated wallet has transferred a total of $30 million to the Railgun privacy pool over the past 24 months, with a clear pattern of abnormal transactions. More alarmingly, these fund flows are linked to a large-scale scam case in Texas, with transfer times closely coinciding with the incident period. The security team pointed out that this type of operation aligns with typical anti-investigation techniques—using privacy mixing services to break on-chain traceability and obscure the source and destination of funds. The incident serves as a reminder to investors: even in a decentralized ecosystem, abnormal large-scale fund activities should be approached with caution. While on-chain transparency is high, there are still risk vulnerabilities when privacy tools are used in conjunction.