Joint Design of Multi-Dimensional Multiple Access and Lightweight Continuous Authentication in Zero-Trust Environments

被引:2
|
作者
Fang, He [1 ]
Wang, Xianbin [2 ]
Al-Dhahir, Naofal [3 ]
Schober, Robert [4 ]
机构
[1] Soochow Univ, Sch Elect & Informat Engn, Suzhou 215301, Peoples R China
[2] Western Univ, Dept Elect & Comp Engn, London, ON N6A 5B9, Canada
[3] Univ Texas Dallas, Dept Elect & Comp Engn, Dallas, TX 75080 USA
[4] Friedrich Alexander Univ Erlangen Nuremberg, Inst Digital Commun, Erlangen, Germany
关键词
Zero-trust users; continuous identity authentication; ASR maximization; multi-dimensional resource allocation; WIRELESS NETWORKS;
D O I
10.1109/GLOBECOM54140.2023.10437443
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Continuous authentication is essential to realize the new zero-trust based security provisioning. Conventional authentication techniques often rely on security keys, credentials, or device fingerprints, which may suffer from either high network overhead or low reliability in highly dynamic environments. To concurrently overcome these challenges, we jointly design the multi-dimensional multiple access and lightweight continuous authentication (MDMA-LCA) to explore multiple domains of the users' access channels for both communication and security enhancement. The access time frame, subchannel, and power allocation of multiple users are formulated as a joint optimization problem to maximize the achievable sum rate (ASR) of the users while continuously authenticating their identities assisted by the non-orthogonal multiple access (NOMA). The proposed scheme achieves lightweight continuous authentication by prearranging the access time sequences of multiple users and by verifying them directly and simultaneously at the base station (BS). Then, the joint optimization problem is decomposed and transferred to a maximum flow problem in a designed graph, and a joint MDMA-LCA algorithm is developed. Simulation results demonstrate that, compared with several existing schemes, the proposed scheme achieves an ASR gain while guaranteeing the continuous authentication of the users.
引用
收藏
页码:3366 / 3371
页数:6
相关论文
共 44 条