南京信息工程大学学报2025,Vol.17Issue(1):1-12,12.DOI:10.13878/j.cnki.jnuist.20240425002
语义通信安全研究综述
Semantic communication security:a survey
摘要
Abstract
With the deep integration of artificial intelligence technology and wireless communication,semantic com-munication technology emerges as a vital mode focusing on semantic-level information transmission and interaction,thereby significantly enhancing communication accuracy and reliability.In the scenarios of low latency and high traf-fic density communication applications,semantic communication technology surpasses traditional syntactic-level communication grounded in classical information theory,presenting a new paradigm in wireless communication and expanding the application scope of modern communication technology.However,the development of semantic com-munication technology is still in its infancy,and the security issues it faces in the application process have not been thoroughly researched and comprehensively analyzed.To advance the development and implementation of semantic communication technology,this paper first provides an overview of various security threats in semantic communication systems;then,it details the research status of model security and data security in semantic communi-cation systems;finally,it summarizes the challenges faced by semantic communication security research and outlooks the future trends.关键词
语义通信/数据安全/隐私保护/无线通信安全Key words
semantic communication(SC)/data security/privacy preservation/wireless communication security分类
信息技术与安全科学引用本文复制引用
施继婷,曾维昊,张骞允,刘凯歌,秦志金,李树锋..语义通信安全研究综述[J].南京信息工程大学学报,2025,17(1):1-12,12.基金项目
媒体融合与传播国家重点实验室(中国传媒大学)开放课题(SKLMCC2023KF001) (中国传媒大学)
中国科协青年人才托举工程项目(2021QNRC001) (2021QNRC001)