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Enhancing Physical Layer Communication Security through Generative AI with Mixture of Experts
May 8, 2024, 4:11 a.m. | Changyuan Zhao (Sherman), Hongyang Du (Sherman), Dusit Niyato (Sherman), Jiawen Kang (Sherman), Zehui Xiong (Sherman), Dong In Kim (Sherman), Xuemin
cs.CR updates on arXiv.org arxiv.org
Abstract: AI technologies have become more widely adopted in wireless communications. As an emerging type of AI technologies, the generative artificial intelligence (GAI) gains lots of attention in communication security. Due to its powerful learning ability, GAI models have demonstrated superiority over conventional AI methods. However, GAI still has several limitations, including high computational complexity and limited adaptability. Mixture of Experts (MoE), which uses multiple expert models for prediction through a gate mechanism, proposes possible solutions. …
ai technologies artificial artificial intelligence arxiv attention communication communications cs.cr emerging experts gains generative generative ai generative artificial intelligence intelligence physical security technologies wireless
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