Authors: Xiaoshu Ma; Qing Liu
Addresses: School of Electronic Information and Electrical Engineering, Tianshui Normal University, Tianshui, Gansu, 741000, China ' School of Electronic Information and Electrical Engineering, Tianshui Normal University, Tianshui, Gansu, 741000, China
Abstract: Implementing cryptographic services based on network communication systems, improving data encryption algorithms, and providing basic support for secure communication technologies use homomorphic encryption to secure network communications systems data security in the process of communicating with cloud machine learning services; transplant cloud machine learning models into network communication systems, directly compute machine learning models based on network communication systems, and perform traffic intrusion detection. According to the software design and development process, the use case diagram has been used to analyse the requirements of the middleware system, and abstract the functional modules that the middleware system should have. Then, the overall structure of the middleware system is designed, the overall process of the system is determined, and each functional module is designed in detail, and then the interaction and dependencies between the modules are determined through the sequence diagram.
Keywords: data encryption; network communication; system security; data encryption algorithms; cloud machine learning services.
International Journal of Autonomous and Adaptive Communications Systems, 2021 Vol.14 No.1/2, pp.83 - 97
Received: 19 Mar 2020
Accepted: 25 Jun 2020
Published online: 07 Apr 2021 *