Quantum entanglement, a fundamental aspect of quantum mechanics, offers the potential for unprecedented computational capabilities and secure communication. This paper explores the development of a quantum entanglement topological network as a framework for simulating complex systems and investigating its application in quantum information security. We propose a novel model centered on the manipulation of entanglement to facilitate information transfer and protection. This research aims to provide a robust and adaptable tool for understanding and harnessing the unique properties of entangled states within a topological network architecture. The exploration of this framework will contribute to advancing both theoretical understanding and practical applications in quantum information processing.