Could you elaborate on the reasons behind the growing popularity of decentralized exchanges, or DEXs, in the cryptocurrency space? Are there specific advantages they offer over traditional centralized exchanges that have contributed to their surge in popularity? Additionally, how do DEXs address some of the concerns and limitations associated with centralized exchanges, and what role do they play in fostering a more decentralized and secure financial ecosystem?