Beyond Liquidity: How Fake USDT Exposes a Critical Blind Spot in Scam Detection

This discovery highlights a critical vulnerability in current Web3 security frameworks that rely exclusively on decentralized exchange (DEX) liquidity to flag fraud. By exposing "FlashUSDT" scams that exploit metadata rather than trading pools, it underscores the urgent need for detection systems to monitor smart contract deployments regardless of trading activity. This paradigm shift is essential for protecting crypto users from increasingly sophisticated off-chain social engineering attacks.