A comprehensive review on trust management approaches in fog computing

被引:0
|
作者
Karthikeyan, P. [1 ]
Brindha, K. [1 ]
机构
[1] Vellore Inst Technol, Sch Comp Sci Engn & Informat Syst, Vellore, Tamil Nadu, India
关键词
Trust management; fog computing; cloud computing; edge devices; security; SECURITY; PRIVACY; DEFENSE; MODEL;
D O I
10.3233/JIFS-232892
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Decentralised fog computing can provide real-time interaction, minimize latency, heterogeneity, and provide networking services between edge devices and cloud data centers. One of the biggest challenges in the fog layer network is finding a trustworthy fog node. Trust management encompasses the process of being trustworthy and the act of assessing the reliability of other nodes. It is essential to carry out a comprehensive review using a systematic approach in this field to advance our understanding, address emerging challenges, and foster secure and efficient trust management practices. This research paper considers a comprehensive analysis of high-quality fog computing trust management literature from 2018 to 2022. A variety of distinct approaches have been chosen by fog computing-based trust management and these techniques are classified into three categories: algorithms, challenges, and limitations. Further, it reviews the various trust attacks in fog environments, details the solutions proposed in the current literature, and concludes with a discussion of the open challenges and potential future research directions in fog computing.
引用
收藏
页码:11397 / 11423
页数:27
相关论文
共 50 条
  • [1] Resource Management Approaches in Fog Computing: a Comprehensive Review
    Mostafa Ghobaei-Arani
    Alireza Souri
    Ali A. Rahmanian
    Journal of Grid Computing, 2020, 18 : 1 - 42
  • [2] Resource Management Approaches in Fog Computing: a Comprehensive Review
    Ghobaei-Arani, Mostafa
    Souri, Alireza
    Rahmanian, Ali A.
    JOURNAL OF GRID COMPUTING, 2020, 18 (01) : 1 - 42
  • [3] Using Artificial Intelligence for Trust Management Systems in Fog Computing: A Comprehensive Study
    Rahman, Mohamed Abdel
    Dahroug, Ahmed
    Moussa, Sherin M.
    PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT II, 2023, 14116 : 453 - 466
  • [4] A review on trust management in fog/edge computing: Techniques, trends, and challenges
    Nikravan, Mohammad
    Kashani, Mostafa Haghi
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2022, 204
  • [5] A trust management system for fog computing services
    Ogundoyin, Sunday Oyinlola
    Kamil, Ismaila Adeniyi
    INTERNET OF THINGS, 2021, 14
  • [6] COMITMENT: A Fog Computing Trust Management Approach
    Al-khafajiy, Mohammed
    Baker, Thar
    Asim, Muhammad
    Guo, Zehua
    Ranjan, Rajiv
    Longo, Antonella
    Puthal, Deepak
    Taylor, Mark
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2020, 137 : 1 - 16
  • [7] Resource Management Strategies in Fog Computing Environment-A Comprehensive Review
    Alsadie, Deafallah
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2022, 22 (04): : 310 - 328
  • [8] A Trust Management Delegation Protocol for Fog Computing Applications
    Fongta, Phongsathon
    Terzis, Sotirios
    2024 IEEE INTERNATIONAL CONFERENCE ON CYBER SECURITY AND RESILIENCE, CSR, 2024, : 62 - 67
  • [9] Trust Management in Fog/Edge Computing by means of Blockchain Technologies
    Cinque, Marcello
    Esposito, Christian
    Russo, Stefano
    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, : 1433 - 1439
  • [10] A two-way trust management system for fog computing
    Alemneh, Esubalew
    Senouci, Sidi-Mohammed
    Brunet, Philippi
    Tegegne, Tesf
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 106 (106): : 206 - 220