Multimedia Automation Access Control of Big Data Open Resources Based on Blockchain

被引:0
|
作者
Zhao, Nan [1 ]
Su, Hui [2 ]
Han, QingSheng [1 ]
Zhao, Yan [1 ]
机构
[1] Beijing Inst Econ & Management, Beijing 100102, Peoples R China
[2] PLA, Unit 78111, Chengdu 610011, Peoples R China
关键词
SCHEME; MANAGEMENT;
D O I
10.1155/2022/4410075
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In order to better mine the value of data, the author proposes a research on the automatic access control of big data open resources multimedia based on blockchain and introduces big data access control BBAC-BD (blockchain-based access control mechanism for big data environment). The author designed a strategy management contract based on the Bloom filter, as a probabilistic data structure with extremely high space utilization efficiency and proposed the strategic management contract (PAP CONTRACT) and the strategic decision contract (PDP CONTRACT). In this way, the nontampering, auditability, and verifiability of the access control information are guaranteed; then, the access control method based on smart contracts is adopted to realize the user-driven, whole-process transparent, and dynamic and automatic access control of big data resources. The simulation results show that the greater the ratio of n/k, the better the optimization effect, and the greater the ratio, the lower the corresponding misjudgment rate, but it will also take up more space costs. At the same time, the true value of the false positive rate is generally less than the theoretical value of the false positive rate. When the performance of Hash (strategy to retrieve) is better, the result of Hash distribution is more uniform. Under the condition of m = 3, the misjudgment rate acceptable for the expected use can be achieved, and the increase in the number of Hashes will not bring a significant increase in revenue. Freed from the traditional model of providing access control services based on third parties, solve the problem of transparency of authority judgments; at the same time, through smart contracts, based on the strategy published by the resource owner on the blockchain, realize automatic access control to big data resources; and make the judicial process more flexible and the judgment result more credible. The BBAC-BD mechanism realizes a safe, reliable, and transparent new access control architecture, and it can effectively promote the safe circulation and sharing of big data.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Multimedia Automation Access Control of Big Data Open Resources Based on Blockchain
    Zhao, Nan
    Su, Hui
    Han, QingSheng
    Zhao, Yan
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [2] Blockchain-based Access Control Mechanism for Big Data
    Liu A.-D.
    Du X.-H.
    Wang N.
    Li S.-Z.
    Ruan Jian Xue Bao/Journal of Software, 2019, 30 (09): : 2636 - 2654
  • [3] Blockchain access control Ecosystem for Big Data security
    Uchibeke, Uchi Ugobame
    Kassani, Sara Hosseinzadeh
    Schneider, Kevin A.
    Deters, Ralph
    IEEE 2018 INTERNATIONAL CONGRESS ON CYBERMATICS / 2018 IEEE CONFERENCES ON INTERNET OF THINGS, GREEN COMPUTING AND COMMUNICATIONS, CYBER, PHYSICAL AND SOCIAL COMPUTING, SMART DATA, BLOCKCHAIN, COMPUTER AND INFORMATION TECHNOLOGY, 2018, : 1373 - 1378
  • [4] A Policy-hidden Big Data Access Control Method Based on Blockchain
    Lin L.
    Chu Z.-X.
    Liu Z.-M.
    Guo F.-B.
    Xie X.-Y.
    Zhang J.-B.
    Zidonghua Xuebao/Acta Automatica Sinica, 2023, 49 (05): : 1031 - 1049
  • [5] Decentralized Access Control Infrastructure Using Blockchain for Big Data
    Mounnan, Oussama
    Abou El Kalam, Anas
    El Haourani, Lamia
    2019 IEEE/ACS 16TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA 2019), 2019,
  • [6] A medical big data access control model based on smart contracts and risk in the blockchain environment
    Pu, Xuetao
    Jiang, Rong
    Song, Zhiming
    Liang, Zhihong
    Yang, Liang
    FRONTIERS IN PUBLIC HEALTH, 2024, 12
  • [7] Fine-grained Access Control Method for Blockchain Data Sharing based on Cloud Platform Big Data
    Qiu, Yu
    Sun, Biying
    Dang, Qian
    Du, Chunhui
    Li, Na
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (10) : 24 - 31
  • [8] A Blockchain-Based Access Control Framework for Cyber-Physical-Social System Big Data
    Tan, Liang
    Shi, Na
    Yang, Caixia
    Yu, Keping
    IEEE ACCESS, 2020, 8 : 77215 - 77226
  • [10] Blockchain and Big Data-based Access Control for Communication Among IoT Devices in Smart Cities
    Tanweer Alam
    Wireless Personal Communications, 2023, 132 : 433 - 456