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

被引:0
|
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
  • [41] Lark: Verified Cross-Domain Access Control for Trusted Execution Environments
    Zeng, Fanlang
    Zhang, Zhuoruo
    Chang, Rui
    Yu, Chenyang
    Zhang, Zijun
    Zhao, Yongwang
    [J]. 2023 IEEE 34TH INTERNATIONAL SYMPOSIUM ON SOFTWARE RELIABILITY ENGINEERING, ISSRE, 2023, : 160 - 171
  • [42] A Novel Cross-domain Access Control Protocol in Mobile Edge Computing
    He, Quanwen
    Lin, Hui
    Hu, Jia
    Wang, Xiaoding
    [J]. 2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2021,
  • [43] An Attribute-Based Cross-Domain Access Control Model for a Distributed Multiple Autonomous Network
    Zhang, Yunpeng
    Liu, Xin
    [J]. INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 2020, 30 (11-12) : 1851 - 1865
  • [44] An ontology based access control service for cross-domain e-learning resource sharing
    Wu, Jiaoyu
    Huang, Changqin
    Wang, Xianqing
    Wu, Zhanjie
    Zheng, Xiaolin
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 786 - 792
  • [45] Double-Tier Role and Organization-based Cross-Domain Access Control Mechanism
    Xiong, Houren
    Chen, Xingyuan
    Du, Xuehui
    Yang, Yan
    [J]. 2014 SEVENTH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID 2014), VOL 2, 2014,
  • [46] Access Process of Data-Flow in Cross-Domain Usage Control Model Based on XACML
    Dai, Changying
    Gong, Wentao
    Liu, Jing
    [J]. SMART MATERIALS AND INTELLIGENT SYSTEMS, PTS 1 AND 2, 2011, 143-144 : 1275 - +
  • [47] Cross-domain Authentication Mechanism for Power Terminals Based on Blockchain and Credibility Evaluation
    Wang, Xinyan
    Gao, Feng
    Zhang, Jing
    Feng, Xiao
    Hu, Xing
    [J]. 2020 5TH INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION SYSTEMS (ICCCS 2020), 2020, : 936 - 940
  • [48] A Blockchain-Based Cross-Domain Authentication Management System for IoT Devices
    Liu, Yizhong
    Liu, Andi
    Xia, Yu
    Hu, Bin
    Liu, Jianwei
    Wu, Qianhong
    Tiwari, Prayag
    [J]. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2024, 11 (01): : 115 - 127
  • [49] CD-BCM:Cross-Domain Batch Certificates Management Based On Blockchain
    Yao, Shixiong
    Li, Pei
    Chen, Jing
    Zeng, Yuexing
    Chen, Jiageng
    Wang, Donghui
    [J]. COMPUTER JOURNAL, 2023, 67 (03): : 864 - 874
  • [50] A Blockchain-Based Efficient Cross-Domain Authentication Scheme for Internet of Vehicles
    Zhao, Feng
    Ding, Hongtao
    Li, Chunhai
    Su, Zhaoyu
    Liang, Guoling
    Yang, Changsong
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2024, 80 (01): : 567 - 585