Controversy-Adjudication-Based Trust Management Mechanism in the Internet of Underwater Things

被引:15
作者
Jiang, Jinfang [1 ]
Hua, Shanshan [1 ]
Han, Guangjie [1 ,2 ]
Li, Aohan [3 ]
Lin, Chuan [4 ,5 ]
机构
[1] Hohai Univ, Coll Internet Things Engn, Changzhou 213022, Peoples R China
[2] Guilin Univ Elect Technol, Guangxi Key Lab Cryptog & Informat Secur, Guilin 541004, Guangxi, Peoples R China
[3] Univ Electrocommun, Grad Sch Informat & Engn, Tokyo 1828585, Japan
[4] Northeastern Univ, Software Coll, Shenyang 110819, Peoples R China
[5] Chinese Acad Sci, Inst Acoust, State Key Lab Acoust, Beijing 100190, Peoples R China
基金
中国国家自然科学基金;
关键词
Trust management; Sea surface; Behavioral sciences; Internet of Things; Delays; Viscosity; Environmental monitoring; Controversy adjudication; incentive mechanism; Internet of Underwater Things (IoUT); trust management; INFORMATION COLLECTION; NETWORKS; MODEL; STRATEGY; RECOMMENDATIONS; SCHEME;
D O I
10.1109/JIOT.2022.3215635
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Owing to the characteristics of underwater communication, such as limited bandwidth, low transmission speed, and long delivery delay, it is significantly challenging to address trust management in the Internet of Underwater Things (IoUT). In the process of trust calculation, trust judgments between nodes may be conflicting based on the obtained diverse trust evidences. However, in existing studies, the analysis of trust-conflict adjudication is nonexhaustive and lacking in detail. Therefore, a controversy-adjudication method is proposed in this study to handle conflict recommendations, and a novel trust management mechanism is further investigated based on the controversy-adjudication method, including three phases: 1) trust calculation; 2) trust recommendation; and 3) trust evaluation. First, trust evidences, e.g., packet delivery ratio, end-to-end packet transmission latency, and residual energy, are collected to calculate trust for trustees. In addition, for the trustor without sufficient trust evidences, recommendations are required and an incentive mechanism is proposed based on the prisoner's dilemma to encourage neighbors to participate in trust recommendation. Finally, trust values of trustees are obtained by executing trust evaluation based on the controversy-adjudication mechanism. Simulation results demonstrate that the proposed trust management mechanism outperforms existing related works in terms of accuracy and robustness against unreliable IoUT.
引用
收藏
页码:2603 / 2614
页数:12
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