The financial landscape is dynamically evolving, with blockchain technology at the forefront. Decentralized blockchain exchanges (DEXs) are emerging as a attractive alternative to centralized exchanges. Unlike established exchanges, DEXs operate on a transparent network, bypassing the need for a central authority. This framework offers numerous ad