The convergence of Internet of Things and Multi-Agent Systems also relies on the association of software agents with IoT devices to benefi from their social attitude to cooperate for services. In this context, the selection of reliable partners for cooperation can be a very difficult task if IoT devices migrate across different domains. To this purpose, we introduce the Reputation Capital model and an algorithm to form agents groups in each IoT federated domain, on the basis of the reputation capital of each agent, to realize a competitive framework. A further essential contribution consists of adopting the blockchain technology to certify the reputation capi- tal of each agent in each federated environment. To verify that the individual reputation capital of devices and, consequently, the overall reputation capital of the IoT community can benefit from the adoption of the proposed approach, we performed some experiments. The results of these experiments witnessed that, under certain conditions, almost all the misleading agents were detected. Moreover, the simulations also have shown that, by adopting our reputation model, malicious actors always pay for services significantly more than honest devices.

Using Blockchain for Reputation-based Cooperation in Federated IoT domains / Fortino, G; Messina, F; Rosaci, D; Sarne', G. - 868:(2019), pp. 3-12. ( 13th International Symposium on Intelligent Distributed Computing (IDC 2019) SAINT PETERSBOURG, RUSSIAN 07-09/10/2019) [10.1007/978-3-030-32258-8_1].

Using Blockchain for Reputation-based Cooperation in Federated IoT domains

ROSACI D;SARNE' G
2019-01-01

Abstract

The convergence of Internet of Things and Multi-Agent Systems also relies on the association of software agents with IoT devices to benefi from their social attitude to cooperate for services. In this context, the selection of reliable partners for cooperation can be a very difficult task if IoT devices migrate across different domains. To this purpose, we introduce the Reputation Capital model and an algorithm to form agents groups in each IoT federated domain, on the basis of the reputation capital of each agent, to realize a competitive framework. A further essential contribution consists of adopting the blockchain technology to certify the reputation capi- tal of each agent in each federated environment. To verify that the individual reputation capital of devices and, consequently, the overall reputation capital of the IoT community can benefit from the adoption of the proposed approach, we performed some experiments. The results of these experiments witnessed that, under certain conditions, almost all the misleading agents were detected. Moreover, the simulations also have shown that, by adopting our reputation model, malicious actors always pay for services significantly more than honest devices.
2019
Inglese
KOTENTO I, BADICA C, DESNITSKY V, EL BAZ D, IVANOVIC M
KOTENTO I, BADICA C, DESNITSKY V, EL BAZ D, IVANOVIC M
13th International Symposium on Intelligent Distributed Computing (IDC 2019)
Contributo
13th International Symposium on Intelligent Distributed Computing (IDC 2019)
868
3
12
10
978-3-030-32257-1
https://link.springer.com/chapter/10.1007/978-3-030-32258-8_1
Springer
BERLIN
GERMANIA
Esperti anonimi
07-09/10/2019
SAINT PETERSBOURG, RUSSIAN
Internazionale
IoT; Reputation; Blockchain
Best Paper Award IDC 2019
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
Fortino, G; Messina, F; Rosaci, D; Sarne', G
273
Using Blockchain for Reputation-based Cooperation in Federated IoT domains / Fortino, G; Messina, F; Rosaci, D; Sarne', G. - 868:(2019), pp. 3-12. ( 13th International Symposium on Intelligent Distributed Computing (IDC 2019) SAINT PETERSBOURG, RUSSIAN 07-09/10/2019) [10.1007/978-3-030-32258-8_1].
4
none
info:eu-repo/semantics/conferenceObject
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/20.500.12318/12588
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 7
  • ???jsp.display-item.citation.isi??? ND
social impact