Survey of zero trust security technology for cloud network integration

Wang Zihao; Cui Pengshuai; Pan Fan; Hu Yuxiang; Tian Le; Chen Hongchang; Wu Jiangxing

doi:10.11959/j.issn.2096-109x.2026015

您当前的位置：

首页 >

文章列表页 >

Survey of zero trust security technology for cloud network integration

Comprehensive Reviews | 更新时间：2026-05-26

- Survey of zero trust security technology for cloud network integration
- Chinese Journal of Network and Information Security Vol. 12, Issue 1, Pages: 18-39(2026)
- 作者机构：
  
  1.信息工程大学信息技术研究所，河南郑州 450002
  2.先进通信网全国重点实验室，河南郑州 450002
  3.网络空间安全教育部全国重点实验室，河南郑州 450002
- 作者简介：
- 基金信息：
  
  The National Key Research and Development Program of China(2023YFB2903902);Science and Technology Innovation Leading Talents Subsidy Project of Central Plains(244200510038);The National Natural Science Foundation of China(62176264)
- DOI：10.11959/j.issn.2096-109x.2026015
  CLC： TP393
- Received：21 April 2025，
  
  Revised：2025-12-16，
  
  Published：25 February 2026
- 稿件说明：
移动端阅览
王子豪, 崔鹏帅, 潘璠, 等. 面向云网融合的零信任安全技术研究综述[J]. 网络与信息安全学报, 2026, 12(1): 18-39.

Wang Zihao, Cui Pengshuai, Pan Fan, et al. Survey of zero trust security technology for cloud network integration[J]. Chinese Journal of Network and Information Security, 2026, 12(1): 18-39.
王子豪, 崔鹏帅, 潘璠, 等. 面向云网融合的零信任安全技术研究综述[J]. 网络与信息安全学报, 2026, 12(1): 18-39. DOI： 10.11959/j.issn.2096-109x.2026015.

Wang Zihao, Cui Pengshuai, Pan Fan, et al. Survey of zero trust security technology for cloud network integration[J]. Chinese Journal of Network and Information Security, 2026, 12(1): 18-39. DOI： 10.11959/j.issn.2096-109x.2026015.

摘要

云网融合通过智能协同调度云计算和网络资源，实现了更加高效的信息基础设施服务，但同时也带来了安全边界模糊和策略动态变化等安全问题。基于零信任理念的安全架构打破了传统内外网边界，能够有效应对云网环境中的安全威胁。首先，系统梳理了云网融合的研究进展，并深入分析了云网融合场景下的安全风险；然后，针对云网融合的安全需求，阐述了零信任机制在云网融合场景下的防护优势，并对零信任安全的概念、关键技术与核心架构进行了论述；随后，着重探讨了云网融合场景下引入零信任安全防护机制的必要性与实施路径；最后，总结了云网融合零信任安全研究面临的挑战，展望了未来的发展方向。

Abstract

Efficient information infrastructure services are realized through the intelligent collaborative scheduling of cloud and network resources in cloud-network convergence. However

security issues such as blurred security boundaries and dynamic policy changes are also introduced. The traditional boundaries between internal and external networks are broken by the security architecture based on the zero trust concept

and security threats in the cloud-network environment can be effectively addressed. First

the research progress of cloud-network convergence was systematically reviewed

and the security risks in this scenario were analyzed in depth. Secondly

aiming at the security requirements

the protection advantages of the zero trust mechanism in this scenario were clarified

and the security concept

key technologies

and core architecture of zero trust were discussed. Subsequently

the importance and implementation paths of introducing the zero trust security protection mechanism in the cloud-network convergence scenario were explored. Finally

the challenges faced by the research on zero trust security in cloud-network convergence are summarized

and future development directions are prospected.

关键词

Keywords

references

Vaezi M , Azari A , Khosravirad S R , et al . Cellular, wide-area, and non-terrestrial IoT: a survey on 5G advances and the road toward 6G [J ] . IEEE Communications Surveys Tutorials , 2022 , 24 ( 2 ): 1117 - 1174 .

Duan S J , Wang D , Ren J , et al . Distributed artificial intelligence empowered by end-edge-cloud computing: a survey [J ] . IEEE Communications Surveys Tutorials , 2022 , 25 ( 1 ): 591 - 624 .

Liu L B , Li J E , Lyu J M , et al . Privacy-preserving and secure industrial big data analytics: a survey and the research framework [J ] . IEEE Internet of Things Journal , 2024 , 11 ( 11 ): 18976 - 18999 .

Tang S J , Yu Y , Wang H , et al . A survey on scheduling techniques in computing and network convergence [J ] . IEEE Communications Surveys Tutorials , 2024 , 26 ( 1 ): 160 - 195 .

中国信息通信研究院 . 云计算白皮书 [R ] . 2024 .

China Academy of Information and Communication Research . Cloud computing white paper [R ] . 2024 .

中国电信集团公司 . 云网融合2030技术白皮书 [R ] . 2019 .

China Telecom Group Corporation . Cloud-network convergence 2030 technology white paper [R ] . 2019 .

Rawat D B , Reddy S R . Software defined networking architecture, security and energy efficiency: a survey [J ] . IEEE Communications Surveys Tutorials , 2017 , 19 ( 1 ): 325 - 346 .

Saha N , Zangooei M , Golkarifard M , et al . Deep reinforcement learning approaches to network slice scaling and placement: a survey [J ] . IEEE Communications Magazine , 2023 , 61 ( 2 ): 82 - 87 .

DulińSki Z , Stankiewicz R , Rzym G , et al . Dynamic traffic management for SD-WAN inter-cloud communication [J ] . IEEE Journal on Selected Areas in Communications , 2020 , 38 ( 7 ): 1335 - 1351 .

Ventre P L , Salsano S , Polverini M , et al . Segment routing: a comprehensive survey of research activities, standardization efforts, and implementation results [J ] . IEEE Communications Surveys Tutorials , 2020 , 23 ( 1 ): 182 - 221 .

Avolio F M , Ranum M J , Glenwood M D . A network perimeter with secure external access [C ] // Proceedings of the Internet Society Symposium on Network and Distributed System Security , 1994 , 109 - 119 .

Liang J Y , Kim Y . Evolution of firewalls: toward securer network using next generation firewall [C ] // Proceedings of the 2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC) . Piscataway : IEEE Press , 2022 : 752 - 759 .

Perdices D , LóPez De Vergara J E , GonzáLez I , et al . Web browsing privacy in the deep learning era: Beyond VPNs and encryption [J ] . Computer Networks , 2023 , 220 : 109471 .

Lee A Y P , Wang M I C , Hung C H , et al . PS-IPS: Deploying intrusion prevention system with machine learning on programmable switch [J ] . Future Generation Computer Systems , 2024 , 152 : 333 - 342 .

Li Q , Huang H , Li R Y , et al . A comprehensive survey on DDoS defense systems: new trends and challenges [J ] . Computer Networks , 2023 , 233 : 109895 .

范其纲 , 蒋忠元 , 李兴华 , 等 . 基于序参量的云边端分布式体系协同安全评估 [J ] . 网络与信息安全学报 , 2024 , 10 ( 3 ): 38 - 51 .

Fan Q G , Jiang Z Y , Li X H , et al . Collaborative security assessment of cloud-edge-device distributed systems based on order parameters [J ] . Chinese Journal of Network and Information Security , 2024 , 10 ( 3 ): 38 - 51 .

Khalid T , Abbasi M A K , Zuraiz M , et al . A survey on privacy and access control schemes in fog computing [J ] . International Journal of Communication Systems , 2021 , 34 ( 2 ): e4181 .

Stafford V . Zero trust architecture [R ] . NIST special publication . 2020 .

Priyadarsini M , Bera P . Software defined networking architecture, traffic management, security, and placement: a survey [J ] . Computer Networks , 2021 , 192 : 108047 .

Wyle M F . A wide area network information filter [C ] // Proceedings of the Proceedings First International Conference on Artificial Intelligence Applications on Wall Street . Piscataway : IEEE Press , 1991 : 10 - 15 .

Yang Z J , Cui Y , Li B C , et al . Software-defined wide area network (SD-WAN): architecture, advances and opportunities [C ] // Proceedings of the 2019 28th International Conference on Computer Communication and Networks (ICCCN) . Piscataway : IEEE Press , 2019 : 1 - 9 .

Alwasel K , Li Y H , Jayaraman P P , et al . Programming SDN-native big data applications: research gap analysis [J ] . IEEE Cloud Computing , 2017 , 4 ( 5 ): 62 - 71 .

Zhang Y C , Zhang H H , Cong P Z , et al . Grandet: cost-aware traffic scheduling without prior knowledge in SD-WAN [C ] // Proceedings of the 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS) . Piscataway : IEEE Press , 2023 : 1 - 10 .

Troia S , Sapienza F , Varé L , et al . On deep reinforcement learning for traffic engineering in SD-WAN [J ] . IEEE Journal on Selected Areas in Communications , 2021 , 39 ( 7 ): 2198 - 2212 .

Botta A , Canonico R , Navarro A , et al . Adaptive overlay selection at the SD-WAN edges: a reinforcement learning approach with networked agents [J ] . Computer Networks , 2024 , 243 : 110310 .

Scarpitta C , Sidoretti G , Mayer A , et al . High performance delay monitoring for SRv6-based SD-WANs [J ] . IEEE Transactions on Network and Service Management , 2024 , 21 ( 1 ): 1067 - 1081 .

Borgianni L , Troia S , Adami D , et al . Assessing the efficacy of reinforcement learning in enhancing quality of service in SD-WANs [C ] // Proceedings of the GLOBECOM 2023 - 2023 IEEE Global Communications Conference . Piscataway : IEEE Press , 2023 : 1765 - 1770 .

Anh Quang P T , Martin S , Leguay J , et al . Intent-based routing policy optimization in SD-WAN [C ] // Proceedings of the ICC 2022 - IEEE International Conference on Communications . Piscataway : IEEE Press , 2022 : 4914 - 4919 .

Dou S S , Qi L , Guo Z H . ARES: predictable traffic engineering under controller failures in SD-WANs [C ] // Proceedings of the ACM Web Conference 2024 . New York : ACM , 2024 : 2703 - 2712 .

Zhang P , He F Z , Zhang H , et al . Real-time malicious traffic detection with online isolation forest over SD-WAN [J ] . IEEE Transactions on Information Forensics and Security , 2023 , 18 : 2076 - 2090 .

Kim J , Seo M , Lee S , et al . Enhancing security in SDN: systematizing attacks and defenses from a penetration perspective [J ] . Computer Networks , 2024 , 241 : 110203 .

郭泽华 , 窦松石 , 齐力 , 等 . 面向软件定义广域网的路径可编程性保障研究综述 [J ] . 电子与信息学报 , 2023 , 45 ( 5 ): 1899 - 1910 .

Guo Z H , Dou S S , Qi L , et al . A survey of maintaining the path programmability in software-defined wide area networks [J ] . Journal of Electronics Information Technology , 2023 , 45 ( 5 ): 1899 - 1910 .

林莉 , 毛新雅 , 储振兴 , 等 . 混合云环境下面向数据生命周期的自适应访问控制 [J ] . 软件学报 , 2024 , 35 ( 3 ): 1357 - 1376 .

Lin L , Mao X Y , Chu Z X , et al . Adaptive access control oriented to data life cycle in hybrid cloud environment [J ] . Journal of Software , 2024 , 35 ( 3 ): 1357 - 1376 .

Wang Z R , Liu Y , Huang J . An open API architecture to discover the trustworthy explanation of cloud AI services [J ] . IEEE Transactions on Cloud Computing , 2024 , 12 ( 2 ): 762 - 776 .

Itodo C , Ozer M . Multivocal literature review on zero-trust security implementation [J ] . Computers Security , 2024 , 141 : 103827 .

Palmo Y , Tanimoto S , Sato H , et al . Optimal federation method for embedding internet of things in software-defined perimeter [J ] . IEEE Consumer Electronics Magazine , 2022 , 12 ( 5 ): 68 - 75 .

Lawrence T , Li F G , Ali I , et al . A computationally efficient HMAC-based authentication scheme for network coding [J ] . Telecommunication Systems , 2022 , 79 ( 1 ): 47 - 69 .

Banerjee U , Juvekar C , Fuller S H , et al . eeDTLS: energy-efficient datagram transport layer security for the Internet of Things [C ] // Proceedings of the GLOBECOM 2017 - 2017 IEEE Global Communications Conference . Piscataway : IEEE Press , 2017 : 1 - 6 .

Moubayed A , Refaey A , Shami A . Software-defined perimeter (SDP): state of the art secure solution for modern networks [J ] . IEEE Network , 2019 , 33 ( 5 ): 226 - 233 .

Lefebvre M , Nair S , Engels D W , et al . Building a software defined perimeter (SDP) for network introspection [C ] // Proceedings of the 2021 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) . Piscataway : IEEE Press , 2021 : 91 - 95 .

Xiao S Y , Ye Y H , Kanwal N , et al . SoK: context and risk aware access control for zero trust systems [J ] . Security and Communication Networks , 2022 , 2022 ( 1 ): 7026779 .

Fang H , Wang X B , Al-Dhahir N , et al . Joint design of multi-dimensional multiple access and lightweight continuous authentication in zero-trust environments [C ] // Proceedings of the GLOBECOM 2023 - 2023 IEEE Global Communications Conference . Piscataway : IEEE Press , 2023 : 3366 - 3371 .

Dai L L , Wang B C , Ding Z G , et al . A survey of non-orthogonal multiple access for 5G [J ] . IEEE Communications Surveys Tutorials , 2018 , 20 ( 3 ): 2294 - 2323 .

Karimi L , Aldairi M , Joshi J , et al . An automatic attribute-based access control policy extraction from access logs [J ] . IEEE Transactions on Dependable and Secure Computing , 2022 , 19 ( 4 ): 2304 - 2317 .

Zheng W Y , Chen B , He D B . An adaptive access control scheme based on trust degrees for edge computing [J ] . Computer Standards Interfaces , 2022 , 82 : 103640 .

单棣斌 , 杜学绘 , 王文娟 , 等 . 基于场景感知的访问控制模型 [J ] . 网络与信息安全学报 , 2024 , 10 ( 1 ): 58 - 78 .

Shan D B , Du X H , Wang W J , et al . Scenario-aware access control model [J ] . Chinese Journal of Network and Information Security , 2024 , 10 ( 1 ): 58 - 78 .

李琦 , 樊昊源 , 陈伟 , 等 . 面向云存储的属性基双边访问控制方案 [J ] . 通信学报 , 2024 , 45 ( 4 ): 128 - 136 .

Li Q , Fan H Y , Chen W , et al . Attribute-based bilateral access control scheme for cloud storage [J ] . Journal on Communications , 2024 , 45 ( 4 ): 128 - 136 .

Zhang K X , Xu S J , Shin B . Towards adaptive zero trust model for secure AI [C ] // Proceedings of the 2023 IEEE Conference on Communications and Network Security (CNS) . Piscataway : IEEE Press , 2023 : 1 - 2 .

You H , Ko D , Kim D , et al . Dynamic access control method for SDP-based network environments [J ] . EURASIP Journal on Wireless Communications and Networking , 2023 , 2023 ( 1 ): 94 .

BayıLmış C , Ali Ebleme M , çAvuşOğLu ü , et al . A survey on communication protocols and performance evaluations for internet of things [J ] . Digital Communications and Networks , 2022 , 8 ( 6 ): 1094 - 1104 .

T N N , Pramod D , Singh R . Zero trust security model: defining new boundaries to organizational network [C ] // Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing . New York : ACM , 2023 : 603 - 609 .

Basta N , Ikram M , Ali Kaafar M , et al . Towards a zero-trust micro-segmentation network security strategy: an evaluation framework [C ] // Proceedings of the NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium . Piscataway : IEEE Press , 2022 : 1 - 7 .

Sheikh N , Pawar M , Lawrence V . Zero trust using network micro segmentation [C ] // Proceedings of the IEEE INFOCOM 2021-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) . Piscataway : IEEE Press , 2021 : 1 - 6 .

Kern M , Landauer M , Skopik F , et al . A logging maturity and decision model for the selection of intrusion detection cyber security solutions [J ] . Computers Security , 2024 , 141 : 103844 .

Alalmaie A , Nanda P , He X J . Zero trust network intrusion detection system (NIDS) using auto encoder for attention-based CNN-BiLSTM [C ] // Proceedings of the 20th International Conference on Security and Cryptography . 2023 : 99 - 110 .

Javeed D , Saeed M S , Adil M , et al . A federated learning-based zero trust intrusion detection system for Internet of Things [J ] . Ad Hoc Networks , 2024 , 162 : 103540 .

Qu Y S , Chen J F , Li M , et al . Abnormal user behavior generation based on DCGAN in zero trust network [J ] . Procedia Computer Science , 2022 , 214 : 1500 - 1505 .

Wood M . How SASE is defining the future of network security [J ] . Network Security , 2020 , ( 12 ): 6 - 8 .

金盛豪 , 郑宇 , 涂昱 , 等 . 基于属性的SASE访问控制及动态路由技术研究 [J ] . 数据与计算发展前沿(中英文) , 2024 , 6 ( 6 ): 97 - 108 .

Jin S H , Zheng Y , Tu Y , et al . Attribute-based SASE access control and dynamic routing technology [J ] . Frontiers of Data Computing , 2024 , 6 ( 6 ): 97 - 108 .

柴瑶琳 , 韩维娜 , 张云畅 , 等 . SASE关键技术与产业发展研究 [J ] . 中兴通讯技术 , 2024 , 30 ( 2 ): 72 - 75 .

Chai Y L , Han W N , Zhang Y C , et al . Key technology and industry development of secure access service edge [J ] . ZTE Technology Journal , 2024 , 30 ( 2 ): 72 - 75 .

Aiello S , Rimal B P . Secure access service edge convergence: recent progress and open issues [J ] . IEEE Security Privacy , 2024 , 22 ( 2 ): 8 - 16 .

Hussain M , Pal S , Jadidi Z , et al . Federated zero trust architecture using artificial intelligence [J ] . IEEE Wireless Communications , 2024 , 31 ( 2 ): 30 - 35 .

Alevizos L , Ta V T , Hashem Eiza M . Augmenting zero trust architecture to endpoints using blockchain: a state-of-the-art review [J ] . Security and Privacy , 2022 , 5 ( 1 ): e191 .

GarcíA-Teodoro P , Camacho J , Maciá-FernáNdez G , et al . A novel zero-trust network access control scheme based on the security profile of devices and users [J ] . Computer Networks , 2022 , 212 : 109068 .

Ferretti L , Magnanini F , Andreolini M , et al . Survivable zero trust for cloud computing environments [J ] . Computers Security , 2021 , 110 : 102419 .

Zaheer Z , Chang H , Mukherjee S , et al . eZTrust: network-independent zero-trust perimeterization for microservices [C ] // Proceedings of the 2019 ACM Symposium on SDN Research . New York : ACM , 2019 : 49 - 61 .

Liu s , Zhuang Y J Huang L , et al . Exploiting LSB self-quantization for plaintext-related image encryption in the zero-trust cloud [J ] . Journal of Information Security and Applications , 2022 , 66 : 103138 .

Zanasi C , Russo S , Colajanni M . Flexible zero trust architecture for the cybersecurity of industrial IoT infrastructures [J ] . Ad Hoc Networks , 2024 , 156 : 103414 .

Liu C W , Tan R , Wu Y , et al . Dissecting zero trust: research landscape and its implementation in IoT [J ] . Cybersecurity , 2024 , 7 ( 1 ): 20 .

Ge Y F , Zhu Q Y . GAZETA: game-theoretic zero-trust authentication for defense against lateral movement in 5G IoT networks [J ] . IEEE Transactions on Information Forensics and Security , 2023 , 19 : 540 - 554 .

Alagappan A , Venkatachary S K , Andrews L J B . Augmenting zero trust network architecture to enhance security in virtual power plants [J ] . Energy Reports , 2022 , 8 : 1309 - 1320 .

Liu Y Z , Hao X H , Ren W , et al . A blockchain-based decentralized, fair and authenticated information sharing scheme in zero trust Internet-of-things [J ] . IEEE Transactions on Computers , 2023 , 72 ( 2 ): 501 - 512 .

Wang J , Chen J H , Xiong N , et al . S-BDS: an effective blockchain-based data storage scheme in zero-trust IoT [J ] . ACM Transactions on Internet Technology , 2023 , 23 ( 3 ): 1 - 23 .

Huang W H , Xie X M , Wang Z Y , et al . ZT-Access: a combining zero trust access control with attribute-based encryption scheme against compromised devices in power IoT environments [J ] . Ad Hoc Networks , 2023 , 145 : 103161 .

Han C C , Chenchen Han G K , Gwang-Jun Kim O A , et al . ZT-BDS: a secure blockchain-based zero-trust data storage scheme in 6G edge IoT [J ] . Journal of Internet Technology , 2022 , 23 ( 2 ): 289 - 295 .

Sedjelmaci H , Tourki K , Ansari N . Enabling 6G security: the synergy of zero trust architecture and artificial intelligence [J ] . IEEE Network , 2024 , 38 ( 3 ): 171 - 177 .

Xu X L , Zhou X H , Zhou X K , et al . Distributed edge caching for zero trust-enabled connected and automated vehicles: a multi-agent reinforcement learning approach [J ] . IEEE Wireless Communications , 2024 , 31 ( 2 ): 36 - 41 .

Ali B , Gregory M A , Li S , et al . Implementing zero trust security with dual fuzzy methodology for trust-aware authentication and task offloading in multi-access edge computing [J ] . Computer Networks , 2024 , 241 : 110197 .

Cao H T , Yang L X , Garg S , et al . Softwarized resource allocation of tailored services with zero security trust in 6G networks [J ] . IEEE Wireless Communications , 2024 , 31 ( 2 ): 58 - 65 .

Abdelhay Z , Bello Y , Refaey A . Toward zero-trust 6GC: a software defined perimeter approach with dynamic moving target defense mechanism [J ] . IEEE Wireless Communications , 2024 , 31 ( 2 ): 74 - 80 .

Liu Y L , Su Z , Peng H X , et al . Zero trust-based mobile network security architecture [J ] . IEEE Wireless Communications , 2024 , 31 ( 2 ): 82 - 88 .

Chen X , Feng W , Ge N , et al . Zero trust architecture for 6G security [J ] . IEEE Network , 2024 , 38 ( 4 ): 224 - 232 .

Meng W Z , Li W J , Kwok L F . Towards effective trust-based packet filtering in collaborative network environments [J ] . IEEE Transactions on Network and Service Management , 2017 , 14 ( 1 ): 233 - 245 .

Pappas C , Lee T , Reischuk R M , et al . Network transparency for better Internet security [J ] . IEEE/ACM Transactions on Networking , 2019 , 27 ( 5 ): 2028 - 2042 .

Zhu C X , Dastani M , Wang S H . A survey of multi-agent deep reinforcement learning with communication [J ] . Autonomous Agents and Multi-Agent Systems , 2024 , 38 ( 1 ): 4 .

Xu L J , Qin M , Yang Q H , et al . Learning-aided dynamic access control in MEC-enabled green IoT networks: a convolutional reinforcement learning approach [J ] . IEEE Transactions on Vehicular Technology , 2022 , 71 ( 2 ): 2098 - 2109 .

Ben farah M , Ahmed Y , Mahmoud H , et al . A survey on blockchain technology in the maritime industry: Challenges and future perspectives [J ] . Future Generation Computer Systems , 2024 , 157 : 618 - 637 .

Jiang P , Liu Q , Zhu L H . SanIdea: exploiting secure blockchain-based access control via sanitizable encryption [J ] . IEEE Transactions on Information Forensics and Security , 2023 , 19 : 1589 - 1600 .

He G X , Li C L , Shu Y , et al . Fine-grained access control policy in blockchain-enabled edge computing [J ] . Journal of Network and Computer Applications , 2024 , 221 : 103706 .

Chen X , Wu C M , Liu X , et al . Empowering network security with programmable switches: a comprehensive survey [J ] . IEEE Communications Surveys Tutorials , 2023 , 25 ( 3 ): 1653 - 1704 .

Kianpisheh S , Taleb T . A survey on in-network computing: programmable data plane and technology specific applications [J ] . IEEE Communications Surveys Tutorials , 2023 , 25 ( 1 ): 701 - 761 .

Mai T L , Yao H P , Guo S , et al . In-network computing powered mobile edge: toward high performance industrial IoT [J ] . IEEE Network , 2021 , 35 ( 1 ): 289 - 295 .

Hong S , Xu L , Huang J W , et al . SysFlow: toward a programmable zero trust framework for system security [J ] . IEEE Transactions on Information Forensics and Security , 2023 , 18 : 2794 - 2809 .

Liu Y , Xia Y , Zhang W T , et al . SFANT: a SRv6-based flexible and active network telemetry scheme in programming data plane [J ] . IEEE Transactions on Network Science and Engineering , 2024 , 11 ( 3 ): 2415 - 2425 .

Scarpitta C , Sidoretti G , Mayer A , et al . High performance delay monitoring for SRv6-based SD-WANs [J ] . IEEE Transactions on Network and Service Management , 2024 , 21 ( 1 ): 1067 - 1081 .

龚俭 , 臧小东 , 苏琪 , 等 . 网络安全态势感知综述 [J ] . 软件学报 , 2017 , 28 ( 4 ): 1010 - 1026 .

Gong J , Zang X D , Su Q , et al . Survey of network security situation awareness [J ] . Journal of Software , 2017 , 28 ( 4 ): 1010 - 1026 .

Rahman M A , Hossain M S . A deep learning assisted software defined security architecture for 6G wireless networks: IIoT perspective [J ] . IEEE Wireless Communications , 2022 , 29 ( 2 ): 52 - 59 .

Teerakanok S , Uehara T , Inomata A . Migrating to zero trust architecture: reviews and challenges [J ] . Security and Communication Networks , 2021 , 2021 ( 1 ): 9947347 .

Singh J , Refaey A , Shami A . Multilevel security framework for NFV based on software defined perimeter [J ] . IEEE Network , 2020 , 34 ( 5 ): 114 - 119 .

Guo J , Li B S , Du P , et al . Multi-attribute authentication method based on continuous trust evaluation [C ] // Smart Computing and Communication . Cham : Springer , 2022 : 90 - 100 .

Liu X , Tan Z C , Liang L , et al . A multidimensional trust evaluation mechanism for improving network security in fog computing [J ] . IEEE Transactions on Industrial Informatics , 2024 , 20 ( 12 ): 14287 - 14296 .

Wang J , Yan Z , Lan J H , et al . TrustGuard: GNN-based robust and explainable trust evaluation with dynamicity support [J ] . IEEE Transactions on Dependable and Secure Computing , 2024 , 21 ( 5 ): 4433 - 4450 .

Vucovich M , Quinn D , Choi K , et al . FedBayes: a zero-trust federated learning aggregation to defend against adversarial attacks [C ] // Proceedings of the 2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC) . Piscataway : IEEE Press , 2024 : 28 - 35 .

Mutalib N H A , Sabri A Q M , Wahab A W A , et al . Explainable deep learning approach for advanced persistent threats (APTs) detection in cybersecurity: a review [J ] . Artificial Intelligence Review , 2024 , 57 ( 11 ): 297 .

周天 , 郑昉昱 , 林璟锵 , 等 . 后量子密码算法的软件实现研究 [J ] . 密码学报(中英文) , 2024 , 11 ( 2 ): 308 - 343 .

Zhou T , Zheng F Y , Lin J Q , et al . On software implementations of post-quantum cryptography [J ] . Journal of Cryptologic Research , 2024 , 11 ( 2 ): 308 - 343 .

张雪 , 高飞 , 秦素娟 , 等 . 量子密码协议研究现状与未来发展 [J ] . 中国工程科学 , 2022 , 24 ( 4 ): 145 - 155 .

Zhang X , Gao F , Qin S J , et al . Current status and future development of quantum cryptographic protocols [J ] . Strategic Study of CAE , 2022 , 24 ( 4 ): 145 - 155 .

Views

219

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Survey on the privacy-preserving content based image retrieval

Research on continuous monitoring of cloud computing service

DynaSynth: a large language model fine-tuning data dynamic synthesis agent tool for unstructured cybersecurity corpus

Research on the optimization mechanism of blockchain energy trading triangular model

Overview of international standards and cutting-edge research on automated certificate management

Related Author

Ying WU

Xuan LI

Biao JIN

Rongrong JIN

Xing-shu CHEN

Long GE

Yong-gang LUO

Xiang LI

Related Institution

College of Mathematics and Informatics, Fujian Normal University

Fujian Provincial Key Lab of Network Security ＆Cryptology

Digital Fujian Big Data Security Technology Institute

⁰