Design of heterogeneous network security device management platform based on multi-source data

Jing Li; Xingjie Huang; Chan Wang; Jinmeng Zhao; Beibei Su; Zhijie Shang

doi:10.1117/12.2680013

16 June 2023 Design of heterogeneous network security device management platform based on multi-source data

Jing Li, Xingjie Huang, Chan Wang, Jinmeng Zhao, Beibei Su, Zhijie Shang

Proceedings Volume 12702, International Conference on Intelligent Systems, Communications, and Computer Networks (ISCCN 2023); 127021F (2023) https://doi.org/10.1117/12.2680013
Event: International Conference on Intelligent Systems, Communications, and Computer Networks (ISCCN 2023), 2023, Changsha, China

Abstract

With the gradual expansion of network scale, network security problems caused by intrusion attacks and Trojan horse viruses follow. Network attacks are highly targeted and diverse. With a large number of Internet of Things devices in the power system connected to the Internet, the interaction of heterogeneous information and the rapid change of network structure drive the dynamic development of the Internet of Things environment. It further expands the attack surface that may be threatened, and constantly generates new weaknesses and threats. In this paper, a rule-based reasoning method for multi-source knowledge in the security of the Internet of Things was proposed. First, a description logic-based language to represent the classes in the model was adopted. Reasoning rules were designed to supplement the semantic representation ability of the description language, which is to realize the reasoning of implicit facts from multi-source heterogeneous knowledge and data in the security field of the Internet of Things. Compared with the entropy method, the model is proved to be effective in predicting the actual network security situation and has certain practical guiding significance for the actual network security management.

Citation Download Citation

Jing Li, Xingjie Huang, Chan Wang, Jinmeng Zhao, Beibei Su, and Zhijie Shang "Design of heterogeneous network security device management platform based on multi-source data", Proc. SPIE 12702, International Conference on Intelligent Systems, Communications, and Computer Networks (ISCCN 2023), 127021F (16 June 2023); https://doi.org/10.1117/12.2680013

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KEYWORDS

Network security

Internet of things

Computer security

Information security

Defense and security

Education and training

Design and modelling

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