Generative AI for Secure Physical Layer Communications: A Survey

arXiv:2402.13553v1 Announce Type: new
Abstract: Generative Artificial Intelligence (GAI) stands at the forefront of AI innovation, demonstrating rapid advancement and unparalleled proficiency in generating diverse content. Beyond content creation, GAI has significant analytical abilities to learn complex data distribution, offering numerous opportunities to resolve security issues. In the realm of security from physical layer perspectives, traditional AI approaches frequently struggle, primarily due to their limited capacity to dynamically adjust to the evolving physical attributes of transmission channels and the complexity …

advancement artificial artificial intelligence arxiv beyond communications content creation cs.cr data distribution generative generative ai generative artificial intelligence innovation intelligence learn opportunities physical rapid realm security security issues survey