Decentralized exchanges (DEXs) have emerged as a crucial component of the cryptocurrency ecosystem, offering a more secure, transparent, and user-centric alternative to traditional centralized exchanges. Unlike centralized exchanges, where user funds are held in custody by the platform, DEXs facilitate peer-to-peer trading directly on the blockchain, allowing users to maintain