An Incentive and Reputation Mechanism Based on Blockchain for Crowd Sensing Network

被引:14
|
作者
Noshad, Zainib [1 ]
Khan, Asad Ullah [1 ]
Abbas, Shahid [1 ]
Abubaker, Zain [1 ]
Javaid, Nadeem [1 ]
Shafiq, Muhammad [2 ]
Choi, Jin-Ghoo [2 ]
机构
[1] COMSATS Univ Islamabad, Dept Comp Sci, Islamabad 44000, Pakistan
[2] Yeungnam Univ, Dept Informat & Commun Engn, Gyongsan 38541, South Korea
关键词
PRIVACY;
D O I
10.1155/2021/1798256
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Nowadays, sensors inserted in mobile applications are used for gathering data for an explicit assignment that can effectively save cost and time in crowd sensing networks (CSNs). The true value and essence of gathered statistics depend on the participation level from all the members of a CSN, i.e., service providers, data collectors, and service consumers. In comparison with the centralized conventional mechanisms that are susceptible to privacy invasion, attacks, and manipulation, this article proposes a decentralized incentive and reputation mechanism for CSN. The monetary rewards are used to motivate the data collectors and to encourage the participants to take part in the network activities. Whereas the issue of privacy leakage is dealt with using Advanced Encryption Standard (AES128) technique. Additionally, a reputation system is implemented to tackle issues like data integrity, fake reviews, and conflicts among entities. Through registering reviews, the system encourages data utilization by providing correct, consistent, and reliable data. Furthermore, simulations are performed for analyzing the gas consumed by smart contracts. Similarly, the encryption technique is ratified by comparing its execution time with other techniques that are previously used in literature. Lastly, the reputation system is inspected through analyzing the gas consumption and mining time of input string length.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] GRAIM : Game and Reverse Auction based Incentive Mechanism in Mobile Crowd Sensing
    Yang, Guisong
    Wu, Jinwei
    Li, Jiacai
    He, Xingyu
    Liu, Yunhuai
    San, Fanglei
    2023 19TH INTERNATIONAL CONFERENCE ON MOBILITY, SENSING AND NETWORKING, MSN 2023, 2023, : 48 - 55
  • [22] BundleSense: A Task-Bundling-Based Incentive Mechanism for Mobile Crowd Sensing
    Zhang, Yifan
    Zhang, Xinglin
    2020 29TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN 2020), 2020,
  • [23] Reverse Auction Based Incentive Mechanism for Location-Aware Sensing in Mobile Crowd Sensing
    Liu, Yuanni
    Li, Huicong
    Zhao, Guofeng
    Duan, Jie
    2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2018,
  • [24] BFCRI: A Blockchain-Based Framework for Crowdsourcing With Reputation and Incentive
    Fu, Shaojing
    Huang, XueLun
    Liu, Lin
    Luo, Yuchuan
    IEEE TRANSACTIONS ON CLOUD COMPUTING, 2023, 11 (02) : 2158 - 2174
  • [25] A Data Trustworthiness Enhanced Reputation Mechanism for Mobile Crowd Sensing
    Yu, Mengyang
    Lin, Hui
    Hu, Jia
    2017 IEEE INTERNATIONAL CONFERENCE ON INTERNET OF THINGS (ITHINGS) AND IEEE GREEN COMPUTING AND COMMUNICATIONS (GREENCOM) AND IEEE CYBER, PHYSICAL AND SOCIAL COMPUTING (CPSCOM) AND IEEE SMART DATA (SMARTDATA), 2017, : 743 - 747
  • [26] A Vehicular Crowd-sensing Incentive Mechanism for Temporal Coverage
    Chintakunta, Harish
    Kahr, Janar
    Jaimes, Luis
    2021 IEEE 18TH ANNUAL CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE (CCNC), 2021,
  • [27] Privacy-Aware Incentive Mechanism for Mobile Crowd Sensing
    Koh, Jing Yang
    Peters, Gareth W.
    Leong, Derek
    Nevat, Ido
    Wong, Wai-Choong
    2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,
  • [28] A Pricing Incentive Mechanism for Mobile Crowd Sensing in Edge Computing
    Chen, Xin
    Li, Zhuo
    Qi, Lianyong
    Chen, Ying
    Zhao, Yuzhe
    Chen, Shuang
    MOBILE COMPUTING, APPLICATIONS, AND SERVICES, MOBICASE 2019, 2019, 290 : 184 - 197
  • [29] Incentive Mechanism for Mobile Devices in Dynamic Crowd Sensing System
    Wang, Hengzhi
    Yang, Yongjian
    Wang, En
    Wang, Liang
    Li, Qiang
    Yu, Zhiyong
    IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2021, 51 (04) : 365 - 375
  • [30] Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing
    Jin, Haiming
    Su, Lu
    Chen, Danyang
    Guo, Hongpeng
    Nahrstedt, Klara
    Xu, Jinhui
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2019, 18 (08) : 1951 - 1964