The blockchain paradigm is currently modifying all the major Internet of Things (IoT) application domains, giving the opportunity of constructing decentralized environments in which trustful and anonymous activities can be efficiently performed. Blockchain proposes an approach which assures data saved on a distributed ledger would be continuously synchronized and in such a way the ledger will remain consistent. The distributed ledger has the responsibility to maintain a higher level of consistency. Given a connected network, the Optimum Neighbor Selection (ONS) of paths can be obtained by finding the Minimum Spanning Tree of the network. However, none of past approaches proposed in the literature to construct ONS considered the problem of having nodes with low levels of reliability in the network and even malicious or fraudulent nodes, that is a situation very common in an IoT environment. In this paper, we propose an optimized blockchain ONS algorithm, called Trust-based ONS (TONS), which allows the miners to communicate with a globally-optimized selection of neighbors. The algorithm can also guarantee that these nodes are the most reliable miners. We also describe an experimental simulation campaign we have performed to evaluate the effectiveness and the efficiency of our approach.

Fortino, G., Messina, F., Rosaci, D., Sarne, G. (2023). Using Trust Measures to Optimize Neighbor Selection for Smart Blockchain Networks in the IoT. IEEE INTERNET OF THINGS JOURNAL, 10(24), 21168-21175 [10.1109/JIOT.2023.3263582].

Using Trust Measures to Optimize Neighbor Selection for Smart Blockchain Networks in the IoT

Sarne G. M. L.
2023

Abstract

The blockchain paradigm is currently modifying all the major Internet of Things (IoT) application domains, giving the opportunity of constructing decentralized environments in which trustful and anonymous activities can be efficiently performed. Blockchain proposes an approach which assures data saved on a distributed ledger would be continuously synchronized and in such a way the ledger will remain consistent. The distributed ledger has the responsibility to maintain a higher level of consistency. Given a connected network, the Optimum Neighbor Selection (ONS) of paths can be obtained by finding the Minimum Spanning Tree of the network. However, none of past approaches proposed in the literature to construct ONS considered the problem of having nodes with low levels of reliability in the network and even malicious or fraudulent nodes, that is a situation very common in an IoT environment. In this paper, we propose an optimized blockchain ONS algorithm, called Trust-based ONS (TONS), which allows the miners to communicate with a globally-optimized selection of neighbors. The algorithm can also guarantee that these nodes are the most reliable miners. We also describe an experimental simulation campaign we have performed to evaluate the effectiveness and the efficiency of our approach.
Articolo in rivista - Articolo scientifico
Blockchain; Blockchains; Computational modeling; Distributed ledger; Internet of Things; Internet of Things; Peer-to-peer computing; Propagation delay; Proposals; Reputation; Trust;
English
31-mar-2023
2023
10
24
21168
21175
none
Fortino, G., Messina, F., Rosaci, D., Sarne, G. (2023). Using Trust Measures to Optimize Neighbor Selection for Smart Blockchain Networks in the IoT. IEEE INTERNET OF THINGS JOURNAL, 10(24), 21168-21175 [10.1109/JIOT.2023.3263582].
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/450022
Citazioni
  • Scopus 2
  • ???jsp.display-item.citation.isi??? 1
Social impact