Network security defence system based on artificial intelligence and big data technology

• DOI: 10.1504/ijhpsa.2021.121025
• Publication Date: 2022-02-23T12:30:31Z
• Authors: Linjiang Xie; Feilu Hang; Wei Guo; Yao Lv; Wei Ou; F.H.A. Shibly
• Keywords: communication network security; cyber security; BDASS; 0202 electrical engineering, electronic engineering, information engineering; big data analytics; big data analytics based security system; 02 engineering and technology; artificial intelligence; 004

Communication network security is a defence against unwanted system modifications to access files and folders within computer network. The increasing overlap between the physical virtual realms of improved communication poses problem cybersecurity. In this research, big data analytics-based (BDASS) has been proposed improve network's with artificial intelligence (AI). sets representing multiple categories are used in analysis methods. AI offers algorithms that can think or learn strengthen their behaviour. Automated systems currently built on syntactic rules not necessarily sufficiently sophisticated handle degree difficulty system. BDASS model achieves less computation time ratio 21.3%, misbehaviour detection 97.5%, attack prediction accuracy 95.6%, possibility 96.4%, success rate 98.7% compared other