Centralized exchanges are managed by the platform, facilitating asset custody and trading, offering convenience and high liquidity, but with risks of theft or blocking. Decentralized exchanges do not hold user assets, with trades executed by smart contracts, providing more security and anonymity, but with more complex operations, slower speeds, and lower liquidity. Both have their pros and cons.