Security in IoT Mesh Networks Based on Trust Similarity

被引:13
作者
Kavitha, Athota [1 ]
Reddy, Vijender Busi [2 ]
Singh, Ninni [3 ]
Gunjan, Vinit Kumar [3 ]
Lakshmanna, Kuruva [4 ]
Khan, Arfat Ahmad [5 ]
Wechtaisong, Chitapong [6 ]
机构
[1] JNTU Univ, JNTUH Coll Engn, Hyderabad 500090, Telangana, India
[2] Adv Data Proc Res Inst, Secunderabad 500090, Telangana, India
[3] CMR Inst Technol, Hyderabad 500008, Telangana, India
[4] VIT, Sch Informat Technol & Engn, Vellore 632014, India
[5] Khon Kaen Univ, Coll Comp, Dept Comp Sci, Khon Kaen 40002, Thailand
[6] Suranaree Univ Technol, Sch Telecommun Engn, Nakhon Ratchasima 30000, Thailand
关键词
Sustainable network; mesh networks; IoT; trust; similarity; recommendation based trust; WIRELESS SENSOR NETWORKS; INTERNET; SCHEME; COMMUNICATION; MANAGEMENT; EVOLUTION;
D O I
10.1109/ACCESS.2022.3220678
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Internet of Things (IoT) Mesh networks are becoming very popular to enable IoT devices to communicate without relying on dedicated PC services. The Internet of Things (IoT) implicitly uses mesh networks. IoT connectivity to cloud and edge computing is in vogue. A Wireless Mesh Network (WMN) is a multi-hop and distributed wireless network with mesh routers and mesh clients. Data originating from mesh clients are forwarded to destinations through mesh routers. In IoT Mesh networks, mesh clients are IoT devices. The crucial security issue with these networks is the lack of a trusted third party for validation. However, trust between nodes is required for the proper functioning of the network. WMNs are particularly vulnerable as they rely upon cooperative forwarding. In this research work, a secure and sustainable novel trust mechanism framework is proposed. This framework identifies the malicious nodes in WMNs and improves the nodes' cooperation. The proposed framework or model differentiates between legitimate and malicious nodes using direct trust and indirect trust. Direct trust is computed based on the packet-forwarding behavior of a node. Mesh routers have multi-radios, so the promiscuous mode may not work. A new two-hop mechanism is proposed to observe the neighbors' packet forwarding behavior. Indirect trust is computed by aggregating the recommendations using the weighted D-S theory, where weight is computed using a novel similarity mechanism that correlates the recommendations received from different neighbors. Dynamic weight computation calculates the overall trust by using several interactions. We present the evaluations to show the effectiveness of the proposed approach in the presence of packet drop/modification attacks, bad-mouthing attacks, on- off attacks, and collusion attacks by using the ns-2 simulator.
引用
收藏
页码:121712 / 121724
页数:13
相关论文
共 44 条
  • [21] TKAGFL: A Federated Communication Framework Under Data Heterogeneity
    Pei, Jiaming
    Yu, Zhi
    Li, Jinhai
    Jan, Mian Ahmad
    Lakshmanna, Kuruva
    [J]. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2023, 10 (05): : 2651 - 2661
  • [22] A Survey of Fingerprint Recognition Systems and Their Applications
    Prasad, Puja S.
    Devi, B. Sunitha
    Reddy, M. Janga
    Gunjan, Vinit Kumar
    [J]. ICCCE 2018, 2019, 500 : 513 - 520
  • [23] Rajyalakshmi V, 2022, INT J ENG SYST MODEL, V13, P3
  • [24] FUNDAMENTALS OF THE DEMPSTER-SHAFER THEORY AND ITS APPLICATIONS TO RELIABILITY MODELING
    Rakowsky, Uwe Kay
    [J]. INTERNATIONAL JOURNAL OF RELIABILITY QUALITY & SAFETY ENGINEERING, 2007, 14 (06) : 579 - 601
  • [25] Analysis of Dimensionality Reduction Techniques on Big Data
    Reddy, G. Thippa
    Reddy, M. Praveen Kumar
    Lakshmanna, Kuruva
    Kaluri, Rajesh
    Rajput, Dharmendra Singh
    Srivastava, Gautam
    Baker, Thar
    [J]. IEEE ACCESS, 2020, 8 : 54776 - 54788
  • [26] Reddy VB, 2019, 2019 IEEE 5TH WORLD FORUM ON INTERNET OF THINGS (WF-IOT), P278, DOI [10.1109/WF-IoT.2019.8767170, 10.1109/wf-iot.2019.8767170]
  • [27] A dynamic trust evolution model for MANETs based on mobility
    Reddy, Vijender Busi
    Venkataraman, S.
    Negi, Atul
    [J]. INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING, 2018, 28 (04) : 230 - 246
  • [28] Communication and Data Trust for Wireless Sensor Networks Using D-S Theory
    Reddy, Vijender Busi
    Venkataraman, Sarma
    Negi, Atul
    [J]. IEEE SENSORS JOURNAL, 2017, 17 (12) : 3921 - 3929
  • [29] Evolution and Trends in IoT Security
    Roman-Castro, Rodrigo
    Lopez, Javier
    Gritzalis, Stefanos
    [J]. COMPUTER, 2018, 51 (07) : 16 - 25
  • [30] Santhanam B. X. L., 2008, IEEE WIRELESS COMMUN, V15, P1284