面向工业物联网的无配对数据高效验证和聚合协议

马蓉; 冯涛

doi:10.11959/j.issn.1000-436x.2024215

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面向工业物联网的无配对数据高效验证和聚合协议

学术论文 | 更新时间：2025-01-08

- 面向工业物联网的无配对数据高效验证和聚合协议
- Efficient unpaired data validation and aggregation protocol in industrial Internet of things
- 通信学报 2024年45卷第Z1期页码：41-50
- 作者机构：
  
  兰州理工大学计算机与通信学院，甘肃兰州 730050
- 作者简介：
  
  [ "马蓉（1992- ），女，甘肃兰州人，兰州理工大学博士生，主要研究方向为数据安全与隐私保护。" ]
  [ "冯涛（1970- ），男，甘肃临洮人，博士，兰州理工大学研究员、博士生导师，主要研究方向为网络与信息安全、区块链、工业互联网安全等。" ]
- 基金信息：
  
  国家自然科学基金资助项目(61762060;62162039);甘肃省重点研发基金资助项目(23YFGA0060);甘肃省优秀博士生基金资助项目(23JRRA837)
- DOI：10.11959/j.issn.1000-436x.2024215
  中图分类号： TP393.0
- 收稿日期：2024-10-08，
  
  纸质出版日期：2024-10-25
- 稿件说明：
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马蓉,冯涛.面向工业物联网的无配对数据高效验证和聚合协议[J].通信学报,2024,45(Z1):41-50.

MA Rong,FENG Tao.Efficient unpaired data validation and aggregation protocol in industrial Internet of things[J].Journal on Communications,2024,45(Z1):41-50.
马蓉,冯涛.面向工业物联网的无配对数据高效验证和聚合协议[J].通信学报,2024,45(Z1):41-50. DOI： 10.11959/j.issn.1000-436x.2024215.

MA Rong,FENG Tao.Efficient unpaired data validation and aggregation protocol in industrial Internet of things[J].Journal on Communications,2024,45(Z1):41-50. DOI： 10.11959/j.issn.1000-436x.2024215.

摘要

作为智能制造的支撑技术，工业物联网利用高效的数据共享驱动着工业生产的网络化、数字化、智能化，有助于制造企业降本增效，提升自身核心竞争力。然而因为工业生产现场设备自身资源的有限性使得维护系统安全的计算成本高昂且无法抵御各种攻击等缺陷极大地阻碍了其发展。因此，为了解决这些难题，提供工业系统稳健性、维护安全目标和提高效率，提出了一种无配对的数据高效验证和聚合（EUVA）协议。在基于椭圆加密算法的工业物联网环境中，使用同态加密技术提供数据隐私保护，并提供验证密钥管理方案，从而实现安全、高效的无配对验证。此外，通过安全性分析表明所提协议满足所提的安全目标。最后，通过MIRACL进行的性能分析表明，所提出的EUVA协议在计算通信成本和能源开销方面优于先前的类似机制。

Abstract

As a cornerstone technology of smart manufacturing

the industrial Internet of things (IIoT) harnesses efficient data sharing to propel the networking

digitization

and intellectualization of industrial production

thereby assisting manufacturing enterprises in cost reduction

efficiency enhancement

and bolstering their core competitiveness. Nevertheless

the limited resources inherent in industrial production field devices have posed significant hurdles to IIoT’s development

primarily due to the high computational costs of maintaining system security and vulnerabilities that render it susceptible to various attacks. To address these challenges and enhance the robustness

security

and efficiency of industrial systems

an efficient unpaired verification and aggregation (EUVA) protocol was proposed. Within the context of an IIoT environment based on elliptic curve cryptography

homomorphic encryption was emploied to safeguard data privacy and a verification key management scheme was introduced

facilitating secure and efficient unpaired verification. Furthermore

security analysis demonstrates that the proposed protocol meets the outlined security objectives. Finally

performance analysis conducted using MIRACL reveals that the EUVA protocol outperforms previous similar mechanisms in terms of computational communication costs and energy consumption.

关键词

Keywords

references

MA R , FENG T , XIONG J B , et al . DScPA: a dynamic subcluster privacy-preserving aggregation scheme for mobile crowdsourcing in industrial IoT [J ] . IEEE Internet of Things Journal , 2024 , 11 ( 2 ): 1880 - 1892 .

WU D P , WU S E , RAWAT D B , et al . Special issue on knowledge- and service-oriented industrial Internet of Things: architectures, challenges, and methodologies [J ] . IEEE Internet of Things Journal , 2022 , 9 ( 18 ): 16738 - 16741 .

SAHA R , KUMAR G , CONTI M , et al . DHACS: smart contract-based decentralized hybrid access control for industrial Internet-of-things [J ] . IEEE Transactions on Industrial Informatics , 2022 , 18 ( 5 ): 3452 - 3461 .

MA R , FENG T , TIAN Y L , et al . EPMA: edge-assisted hierarchical privacy-preserving multidimensional data aggregation mechanism [J ] . Mobile Networks and Applications , 2023 , 28 ( 5 ): 1831 - 1841 .

BI R W , GUO D L , ZHANG Y Y , et al . Outsourced and privacy-preserving collaborative k-prototype clustering for mixed data via additive secret sharing [J ] . IEEE Internet of Things Journal , 2023 , 10 ( 18 ): 15810 - 15821 .

OTHMAN S B , BAHATTAB A A , TRAD A , et al . Confidentiality and integrity for data aggregation in WSN using homomorphic encryption [J ] . Wireless Personal Communications , 2015 , 80 ( 2 ): 867 - 889 .

ALIJUMAIE G S , ALZEER G , ALGHAMDI R , et al . Modern study on internet of medical things (IOMT) security [J ] . International Journal of Computer Science and Network Security , 2021 , 21 ( 8 ): 254 - 266 .

ADI S . Identity-based cryptosystems and signature schemes [C ] // Workshop on the Theory and Application of Cryptographic Techniques . Berlin : Springer , 1985 : 47 - 53 .

GUPTA D S , ISLAM S H , OBAIDAT M S , et al . A provably secure and lightweight identity-based two-party authenticated key agreement protocol for IIoT environments [J ] . IEEE Systems Journal , 2021 , 15 ( 2 ): 1732 - 1741 .

ULLAH I , AMIN N U , KHAN M A , et al . An efficient and provable secure certificate-based combined signature, encryption and signcryption scheme for Internet of Things (IoT) in mobile health (M-health) system [J ] . Journal of Medical Systems , 2020 , 45 ( 1 ): 4 .

DAS A K , GOSWAMI A . A secure and efficient uniqueness-and-anonymity-preserving remote user authentication scheme for connected health care [J ] . Journal of Medical Systems , 2013 , 37 ( 3 ): 9948 .

GUPTA D S , ISLAM S H , OBAIDAT M S , et al . LAAC: lightweight lattice-based authentication and access control protocol for E-health systems in IoT environments [J ] . IEEE Systems Journal , 2021 , 15 ( 3 ): 3620 - 3627 .

GUPTA D S , BISWAS G P . Secure computation on cloud storage [J ] . Journal of Cases on Information Technology , 2015 , 17 ( 3 ): 22 - 29 .

HAN S , ZHAO S , LI Q H , et al . PPM-HDA: privacy-preserving and multifunctional health data aggregation with fault tolerance [J ] . IEEE Transactions on Information Forensics and Security , 2016 , 11 ( 9 ): 1940 - 1955 .

ISLAM S H , BISWAS G P . A pairing-free identity-based two-party authenticated key agreement protocol for secure and efficient communication [J ] . Journal of King Saud University - Computer and Information Sciences , 2017 , 29 ( 1 ): 63 - 73 .

CANO M D , CAÑAVATE-SANCHEZ A . Preserving data privacy in the Internet of medical things using dual signature ECDSA [J ] . Security and Communication Networks , 2020 , 2020 : 4960964 .

SOWJANYA K , DASGUPTA M , RAY S . Elliptic Curve Cryptography based authentication scheme for Internet of Medical Things [J ] . Journal of Information Security and Applications , 2021 , 58 : 102761 .

LI J L , SU Z , GUO D K , et al . PSL-MAAKA: provably secure and lightweight mutual authentication and key agreement protocol for fully public channels in Internet of medical things [J ] . IEEE Internet of Things Journal , 2021 , 8 ( 17 ): 13183 - 13195 .

YAO H L , YAN Q , FU X B , et al . ECC-based lightweight authentication and access control scheme for IoT E-healthcare [J ] . Soft Computing , 2022 , 26 ( 9 ): 4441 - 4461 .

ZHANG B . A lightweight data aggregation protocol with privacy-preserving for healthcare wireless sensor networks [J ] . IEEE Systems Journal , 2021 , 15 ( 2 ): 1705 - 1716 .

KUMAR V , RAY S , DASGUPTA M , et al . A pairing free identity based two party authenticated key agreement protocol using hexadecimal extended ASCII elliptic curve cryptography [J ] . Wireless Personal Communications , 2021 , 118 ( 4 ): 3045 - 3061 .

BEN OTHMAN S , ALMALKI F A , CHAKRABORTY C , et al . Privacy-preserving aware data aggregation for IoT-based healthcare with green computing technologies [J ] . Computers and Electrical Engineering , 2022 , 101 : 108025 .

CHENG Q F , LI Y T , SHI W B , et al . A certificateless authentication and key agreement scheme for secure cloud-assisted wireless body area network [J ] . Mobile Networks and Applications , 2022 , 27 ( 1 ): 346 - 356 .

HURTADO S , GARCÍA-NIETO J , POPOV A , et al . Human activity recognition from sensorised patient’s data in healthcare: a streaming deep learning-based approach [J ] . International Journal of Interactive Multimedia and Artificial Intelligence , 2023 , 8 ( 1 ): 23 .

KISHOR A , CHAKRABORTY C , JEBERSON W . A novel fog computing approach for minimization of latency in healthcare using machine learning [J ] . International Journal of Interactive Multimedia and Artificial Intelligence , 2021 , 6 ( 7 ): 7 .

CHOUDHARY D , PAHUJA R . Improvement in quality of service against doppelganger attacks for connected network [J ] . International Journal of Interactive Multimedia and Artificial Intelligence , 2022 , 7 ( 5 ): 51 .

DANG L J , XU J , CAO X F , et al . Efficient identity-based authenticated key agreement protocol with provable security for vehicular ad hoc networks [J ] . International Journal of Distributed Sensor Networks , 2018 , 14 ( 4 ): 155014771877254 .

ZHANG X Y , THAKUR N , OGUNDEPO O , et al . MIRACL: a multilingual retrieval dataset covering 18 diverse languages [J ] . Transactions of the Association for Computational Linguistics , 2023 , 11 : 1114 - 1131 .

AMAN M N , BASHEER M H , DASH S , et al . HAtt: hybrid remote attestation for the Internet of Things with high availability [J ] . IEEE Internet of Things Journal , 2020 , 7 ( 8 ): 7220 - 7233 .

DHILLON P K , KALRA S . Multi-factor user authentication scheme for IoT-based healthcare services [J ] . Journal of Reliable Intelligent Environments , 2018 , 4 ( 3 ): 141 - 160 .

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