Multimedia detection algorithm of malicious nodes in intelligent grid based on fuzzy logic

Intelligent grid transmits data by means of wireless communication. The wireless communication network is vulnerable to multiple kinds of network attacks. Trust model is considered to be an important way to defend against malicious network attacks in large-scale communication networks. Concerning th...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Multimedia tools and applications 2019-09, Vol.78 (17), p.24011-24022
Hauptverfasser: Gao, Mingming, Wu, Yue, Nan, Jingchang, Cui, Shuyang
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Intelligent grid transmits data by means of wireless communication. The wireless communication network is vulnerable to multiple kinds of network attacks. Trust model is considered to be an important way to defend against malicious network attacks in large-scale communication networks. Concerning the problem of node attack in smart grid, a trust model FLTM based on fuzzy logic is proposed. FLTM model makes full use of fuzzy logic system to deal with uncertainties, estimates the overall trust value of nodes, and then detects malicious nodes. Taking direct trust, indirect trust and historical trust as inputs, the output is the overall trust of the node. Experimental data show that the proposed FLTM model can detect malicious nodes effectively. In the later stage, the FLTM model is applied to routing, thus improving the performance of data transmission.
ISSN:1380-7501
1573-7721
DOI:10.1007/s11042-019-7191-6