Research on Computer Network Secure Communication and Encryption Algorithm Based on Machine Learning

Abstract

Due to the continuous progress of Internet technology, computer network communication service has replaced the traditional short message service and multimedia message service, and has become an irreplaceable tool in network information exchange. However, while communication brings great convenience, its message transmission process also faces many security threats, and ensuring the security of message transmission has become an urgent problem to be solved. In order to ensure the security of the instant messaging system, some advanced security encryption algorithms are used in the communication system to prevent attacks and information leakage. By using encryption algorithms, the network security research based on machine learning (ML) can be better applied to the actual network environment. It is of great significance to improve the network monitoring ability, emergency response ability and predict the development trend of network security, so as to efficiently utilize and manage network resources.