Decentralized Finance (DeFi) protocols leverage blockchain technology to facilitate copyright transactions and services without intermediaries. While DeFi offers numerous benefits, its reliance on smart contracts and open-source code introduces various security vulnerabilities. These vulnerabilities can be exploited by malicious actors to siphon us