Artificial intelligence-enabled security systems for 6G wireless networks: algorithms, strategies, and applications

Institution of Engineering and Technology eBooks(2023)

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摘要
With incredibly complex and diverse requirements, 6G is anticipated to support the extraordinary Internet of Things advances. To effectively satisfy a wide range of requirements, space-aerial-terrestrial-ocean, interconnected three-dimension networks are what 6G intended to utilize various slices. This made it possible by new technologies and paradigms to increase the system's flexibility and intelligence. Because 6G networks are getting more sophisticated, varied, and dynamic, it is incredibly challenging to accomplish good resource utilization, a seamless user experience, autonomous administration, and orchestration. In addition, big data processing methods, computing capacity, and rich data availability have all progressed. Hence, applying artificial intelligence (AI) to address complicated 6G network difficulties is natural. Therefore, this chapter comprehensively reviews AI-based enabled security for 6G wireless networks. The chapter begins by outlining the concept of an AI-enabled 6G system, the motivations behind integrating AI-enabled security systems into 6G, and state of the art in AI-based security systems models in the 6G network. It then fully explored how to apply AI-enabled security solutions to important 6G network concerns such as smart traffic regulation, cybersecurity, administration and orchestration, and network optimization are all examples of network optimization. Lastly, we highlight major outstanding issues to spur continued research toward a 6G network that is sophisticated, efficient, and secured.
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关键词
security systems,wireless networks,intelligence-enabled
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