Research on Feature and Architecture Design of AI Firewall

This paper analyzes the current network security environment and the shortcomings of firewall products in the current network environment, and expounds the benefits that can be brought by the application of AI technology in threat detection. Then, the paper analyzes the advantages of AI firewall and...

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Bibliographic Details
Published in2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) pp. 75 - 78
Main Author Wang, Zhijia
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.09.2021
Subjects
AI firewall
Biological system modeling
Data science
Economics
Feature extraction
Firewalls (computing)
intelligent defense system
logical architecture
machine learning
Network security
threat detection
Training
Online AccessGet full text
DOI10.1109/ICDSBA53075.2021.00024

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Summary:This paper analyzes the current network security environment and the shortcomings of firewall products in the current network environment, and expounds the benefits that can be brought by the application of AI technology in threat detection. Then, the paper analyzes the advantages of AI firewall and expounds the characteristics that AI firewall can build learning models and realize the independent evolution of threat detection capability. Finally, the intelligent defense system and logical architecture of AI firewall are designed. The intelligent defense system has three components, including cloud intelligence, security center and firewall. The logical architecture has six layers of architecture, including hardware layer, data layer, algorithm layer, detection layer, analysis layer and interaction layer. These designs provide some reference for the design and development of AI firewall.
DOI:10.1109/ICDSBA53075.2021.00024