A 5G Perspective of an SDN-Based Privacy-Preserving Scheme for IoT Networks  

作　　者：Isaac Appiah Xiaoming Jiang Edward Kwadwo Boahen Ebenezer Owusu Isaac Appiah;Xiaoming Jiang;Edward Kwadwo Boahen;Ebenezer Owusu(Department of Computer Science and Technology, Jiangsu University, Zhenjiang, China;Department of Computer Science and Engineering, Jiangsu University, Zhenjiang, China;Department of Computer Science, Ghana Communication Technology University, Accra, Ghana;Department of Computer Science, University of Ghana, Accra, Ghana)

机构地区：[1]Department of Computer Science and Technology, Jiangsu University, Zhenjiang, China [2]Department of Computer Science and Engineering, Jiangsu University, Zhenjiang, China [3]Department of Computer Science, Ghana Communication Technology University, Accra, Ghana [4]Department of Computer Science, University of Ghana, Accra, Ghana

出　　处：《International Journal of Communications, Network and System Sciences》2023年第8期169-190,共22页通讯、网络与系统学国际期刊（英文）

摘　　要：The ever-increasing needs of Internet of Things networks (IoTn) present considerable issues in computing complexity, security, trust, and authentication, among others. This gets increasingly more challenging as technology advances, and its use expands. As a consequence, boosting the capacity of these networks has garnered widespread attention. As a result, 5G, the next phase of cellular networks, is expected to be a game-changer, bringing with it faster data transmission rates, more capacity, improved service quality, and reduced latency. However, 5G networks continue to confront difficulties in establishing pervasive and dependable connections amongst high-speed IoT devices. Thus, to address the shortcomings in current recommendations, we present a unified architecture based on software-defined networks (SDNs) that provides 5G-enabled devices that must have complete secrecy. Through SDN, the architecture streamlines network administration while optimizing network communications. A mutual authentication protocol using elliptic curve cryptography is introduced for mutual authentication across certificate authorities and clustered heads in IoT network deployments based on IoT. Again, a dimensionality reduction intrusion detection mechanism is introduced to decrease computational cost and identify possible network breaches. However, to leverage the method’s potential, the initial module's security is reviewed. The second module is evaluated and compared to modern models.The ever-increasing needs of Internet of Things networks (IoTn) present considerable issues in computing complexity, security, trust, and authentication, among others. This gets increasingly more challenging as technology advances, and its use expands. As a consequence, boosting the capacity of these networks has garnered widespread attention. As a result, 5G, the next phase of cellular networks, is expected to be a game-changer, bringing with it faster data transmission rates, more capacity, improved service quality, and reduced latency. However, 5G networks continue to confront difficulties in establishing pervasive and dependable connections amongst high-speed IoT devices. Thus, to address the shortcomings in current recommendations, we present a unified architecture based on software-defined networks (SDNs) that provides 5G-enabled devices that must have complete secrecy. Through SDN, the architecture streamlines network administration while optimizing network communications. A mutual authentication protocol using elliptic curve cryptography is introduced for mutual authentication across certificate authorities and clustered heads in IoT network deployments based on IoT. Again, a dimensionality reduction intrusion detection mechanism is introduced to decrease computational cost and identify possible network breaches. However, to leverage the method’s potential, the initial module's security is reviewed. The second module is evaluated and compared to modern models.

关 键 词：Internet of Things 5G SDNs Security and Privacy INTRUSION Network Communications 

分 类 号：TN9[电子电信—信息与通信工程]