Cross-domain dynamic access control based on "blockchain plus artificial intelligence"

被引:1
|
作者
Wang, Fengling [1 ,2 ]
Hu, Zhenlong [3 ]
Wang, Han [2 ,4 ]
Chen, Xingji [1 ]
Feng, Weigong [5 ]
机构
[1] Hezhou Univ, Sch Artificial Intelligence, Hezhou 542899, Guangxi, Peoples R China
[2] City Univ Macau, Sch Data Sci, Macau 999078, Peoples R China
[3] Zhejiang A&F Univ, Jiyang Coll, Zhuji 311800, Zhejiang, Peoples R China
[4] Chinese Acad Sci, Zhuhai Inst Adv Technol, Zhuhai 519000, Guangdong, Peoples R China
[5] Beijing Inst Technol, Zhuhai 519000, Guangdong, Peoples R China
来源
NEURAL COMPUTING & APPLICATIONS | 2023年 / 35卷 / 35期
关键词
Access control; Cross-domain; Blockchain; Artificial intelligence; CONTROL FRAMEWORK; INTERNET;
D O I
10.1007/s00521-023-08360-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Access control is widely recognised by the public, and people's demand for secure access control (AC) has gradually increased. Artificial intelligence technology has been widely used in cross-domain dynamic AC, driving the development of AC. To make public AC stable and secure, this text used a regional chain and AI technology to study domain dynamic AC. The text first discusses the necessity of cross-domain AC research, then introduces several common AC models, and finally explains the application of blockchain and AI in AC. Based on this, this text describes the design of a cross-domain dynamic AC model based on "blockchain + AI" and finally reviews simulation experiments conducted to compare the performance of several ACs. The cross-domain dynamic AC model based on "blockchain + AI" proposed in this text is superior to other AC models in terms of confidentiality, integrity, availability, efficiency and legitimate use. Its legal usage is 25.3% higher than that of the identity-based access control (IBAC) model. The test results described in this text show that the use of regional chain and AI technology can greatly improve the effect of AC, thus providing an impetus for the development of AC.
引用
收藏
页码:24575 / 24585
页数:11
相关论文
共 50 条
  • [31] Extended access control mechanism for cross-domain data exchange
    Xie R.
    Guo Y.
    Li F.
    Shi G.
    Wang Y.
    Geng K.
    Tongxin Xuebao/Journal on Communications, 2019, 40 (07): : 67 - 76
  • [32] Cross-domain access control based on trusted third-party and attribute center
    Bai, Liyang
    Fan, Kai
    Bai, Yuhan
    Cheng, Xiaochun
    Li, Hui
    Yang, Yintang
    JOURNAL OF SYSTEMS ARCHITECTURE, 2021, 116
  • [33] A Multi-Level Cross-Domain Access Control Model Based On Role Mapping
    Lv, Bin
    Zhang, Di
    Mao, Rui
    Yang, Haitian
    PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON MECHANICAL MATERIALS AND MANUFACTURING ENGINEERING (MMME 2016), 2016, 79 : 230 - 235
  • [34] Cross-domain identity authentication scheme based on blockchain and PKI system
    Zhang, Hai
    Zhao, Feng
    HIGH-CONFIDENCE COMPUTING, 2023, 3 (01):
  • [35] BTCAS: A Blockchain-Based Thoroughly Cross-Domain Authentication Scheme
    Zhang, Hongxia
    Chen, Xingshu
    Lan, Xiao
    Jin, Hongjian
    Cao, Qi
    JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2020, 55
  • [36] CCAP: A Complete Cross-Domain Authentication Based on Blockchain for Internet of Things
    Tong, Fei
    Chen, Xing
    Wang, Kaiming
    Zhang, Yujian
    IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 17 : 3789 - 3800
  • [37] CCAP: A Complete Cross-Domain Authentication Based on Blockchain for Internet of Things
    Tong, Fei
    Chen, Xing
    Wang, Kaiming
    Zhang, Yujian
    IEEE Transactions on Information Forensics and Security, 2022, 17 : 3789 - 3800
  • [38] A blockchain and signature based scheme for cross-domain authentication with decentralized identity
    Zhang, Zinuo
    Ren, Wei
    Zhang, Xianchao
    Sun, Yani
    Zhu, Tianqing
    Choo, Kim-Kwang Raymond
    COMPUTER STANDARDS & INTERFACES, 2025, 94
  • [39] A method for improving the security of blockchain-based cross-domain authentication
    Kong, Lingrui
    Wang, Jizhi
    Zhao, Yue
    Sui, Tongtong
    PROCEEDINGS OF 2024 3RD INTERNATIONAL CONFERENCE ON CRYPTOGRAPHY, NETWORK SECURITY AND COMMUNICATION TECHNOLOGY, CNSCT 2024, 2024, : 177 - 183
  • [40] A novel decentralized cross-domain identity authentication protocol based on blockchain
    Zhao, Gang
    Di, Bingbing
    He, Hui
    TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2022, 33 (01)