This paper discusses the intersection of cryptography and quantum mechanics, focusing on the evolution of quantum key distribution (QKD) protocols influenced by the principles of quantum mechanics like the uncertainty principle and quantum entanglement. It reviews key protocols such as BB84 and SARG04, examining their mechanisms for ensuring secure communication despite potential eavesdropping. Additionally, it highlights challenges faced in practical implementations and emphasizes the need for advanced protocol designs to enhance security against quantum attacks.