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What is Poisoning Attack

Challenges and Risks Involved in Deploying 6G and NextGen Networks
The practice of manipulating the training data of the system itself.
Published in Chapter:
AI-Empowered 6G and Next Generation Networks
Narasimha Reddy K. (VISTAS, India), Sridevi S. (VISTAS, India), Monica K. M. (VISTAS, India), and Bindu G. (VISTAS, India)
Copyright: © 2022 |Pages: 11
DOI: 10.4018/978-1-6684-3804-6.ch005
Abstract
As a future leading technology, sixth generation (6G) networks should be capable of dynamic allocation of resources, process signals, and change in traffic flow. AI/ML can bring about such solutions to manage such tasks. AI-empowered techniques can be used in optimizing the performance of the network efficiently together with mobile edge computing. AI/ML techniques provide the possibility of producing automatic-learning models for optimized network for 6G wireless networks, which grants operators/providers the access for optimizing parameters of network and automatic network adjustment. In this chapter, the authors explore the various applications of AI/ML in sixth-generation and next generation networks and provide detailed explanation on how AI/ML may be implemented in 6G network effectively. Moreover, they provide possible issues while implementing AI-empowered 6G networks.
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