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2020 | OriginalPaper | Buchkapitel

Reputation-Based Security Framework for Internet of Things

verfasst von : Ion Bica, Bogdan-Cosmin Chifor, Ștefan-Ciprian Arseni, Ioana Matei

Erschienen in: Innovative Security Solutions for Information Technology and Communications

Verlag: Springer International Publishing

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Abstract

Mobile crowdsensing has emerged as a new paradigm in the IoT world, exploiting users’ mobility in conjunction with advanced capabilities and proliferation of mobile devices. Smartphones, tablets and smartwatches are now typically equipped with sensing and wireless capabilities, enabling them to produce and upload data for different IoT applications. The mobile crowdsensing approach has the advantage of being cost-effective, while also providing real-time data. However, a number of challenges should be addressed in order for mobile crowdsensing to reach its full potential. Security, privacy and reliability of the data provided by mobile devices are the most important ones. In this paper, we propose a security framework with a multi-layer architecture that addresses the trust evaluation of sensing devices based on reputation scores calculated using a naive Bayes algorithm.

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Literatur
1.
Zurück zum Zitat Leonardi, C., Cappellotto, A., Caraviello, M., Lepri, B., Antonelli, F.: SecondNose: an air quality mobile crowdsensing system. In: Proceedings of the 8th Nordic Conference on Human-Computer Interaction, Helsinki, Finland, pp. 1051–1054 (2014) Leonardi, C., Cappellotto, A., Caraviello, M., Lepri, B., Antonelli, F.: SecondNose: an air quality mobile crowdsensing system. In: Proceedings of the 8th Nordic Conference on Human-Computer Interaction, Helsinki, Finland, pp. 1051–1054 (2014)
2.
Zurück zum Zitat Pan, B., Zheng, Y., Wilkie, D., Shahabi, C.: Crowd sensing of traffic anomalies based on human mobility and social media. In: Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Orlando, FL, USA, pp. 344–353 (2013) Pan, B., Zheng, Y., Wilkie, D., Shahabi, C.: Crowd sensing of traffic anomalies based on human mobility and social media. In: Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Orlando, FL, USA, pp. 344–353 (2013)
3.
Zurück zum Zitat Coric, V., Gruteser, M.: Crowdsensing maps of on-street parking spaces. In: Proceedings of the 9th IEEE International Conference on Distributed Computing in Sensor Systems, Cambridge, MA, USA, pp. 115–122 (2013) Coric, V., Gruteser, M.: Crowdsensing maps of on-street parking spaces. In: Proceedings of the 9th IEEE International Conference on Distributed Computing in Sensor Systems, Cambridge, MA, USA, pp. 115–122 (2013)
4.
Zurück zum Zitat Salpietro, R., Bedogni, L., Di Felice, M., Bononi, L.: Park Here! a smart parking system based on smartphones’ embedded sensors and short range Communication Technologies. In: Proceedings of the 2015 IEEE 2nd World Forum on Internet of Things, Milan, Italy, pp. 18–23 (2015) Salpietro, R., Bedogni, L., Di Felice, M., Bononi, L.: Park Here! a smart parking system based on smartphones’ embedded sensors and short range Communication Technologies. In: Proceedings of the 2015 IEEE 2nd World Forum on Internet of Things, Milan, Italy, pp. 18–23 (2015)
5.
Zurück zum Zitat Ganti, R., Ye, F., Lei, H.: Mobile crowdsensing: current state and future challenges. IEEE Commun. Mag. 49(11), 32–39 (2011)CrossRef Ganti, R., Ye, F., Lei, H.: Mobile crowdsensing: current state and future challenges. IEEE Commun. Mag. 49(11), 32–39 (2011)CrossRef
6.
Zurück zum Zitat Guo, B., Yu, Z., Zhang, D., Zhou, X.: From participatory sensing to mobile crowd sensing. In: Proceedings of the 12th IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshop), Budapest, Hungary, pp. 593–598 (2014) Guo, B., Yu, Z., Zhang, D., Zhou, X.: From participatory sensing to mobile crowd sensing. In: Proceedings of the 12th IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshop), Budapest, Hungary, pp. 593–598 (2014)
7.
Zurück zum Zitat Giannetsos, T., Gisdakis, S., Papadimitratos, P.: Trustworthy people-centric sensing: privacy, security and user incentives road-map. In: Proceedings of the 13th Annual Mediterranean Workshop on Ad Hoc Networking, Piran, Slovenia, pp. 39–46 (2014) Giannetsos, T., Gisdakis, S., Papadimitratos, P.: Trustworthy people-centric sensing: privacy, security and user incentives road-map. In: Proceedings of the 13th Annual Mediterranean Workshop on Ad Hoc Networking, Piran, Slovenia, pp. 39–46 (2014)
8.
Zurück zum Zitat Gunasekaran, S., Rathnamala, J.: Review on various architectural models in mobile crowdsensing (2015) Gunasekaran, S., Rathnamala, J.: Review on various architectural models in mobile crowdsensing (2015)
9.
Zurück zum Zitat Montori, F., Bedogni, L., Di Chiappari, A., Bononi, L.: SenSquare: a mobile crowdsensing architecture for smart cities. In: 2016 IEEE 3rd World Forum on Internet of Things (WF-IoT), Reston, VA, pp. 536–541 (2016) Montori, F., Bedogni, L., Di Chiappari, A., Bononi, L.: SenSquare: a mobile crowdsensing architecture for smart cities. In: 2016 IEEE 3rd World Forum on Internet of Things (WF-IoT), Reston, VA, pp. 536–541 (2016)
10.
Zurück zum Zitat Zheng, Y., Peng, Z., Athanasios, V.: A survey on trust management for Internet of Things. J. Netw. Comput. Appl. 42, 120–134 (2014)CrossRef Zheng, Y., Peng, Z., Athanasios, V.: A survey on trust management for Internet of Things. J. Netw. Comput. Appl. 42, 120–134 (2014)CrossRef
11.
Zurück zum Zitat Ud Din, I., Guizani, M., Kim, B.-S., Hassan, S., Khan, K.: Trust management techniques for the Internet of Things: a survey. IEEE Access 7, 29763–29787 (2018)CrossRef Ud Din, I., Guizani, M., Kim, B.-S., Hassan, S., Khan, K.: Trust management techniques for the Internet of Things: a survey. IEEE Access 7, 29763–29787 (2018)CrossRef
12.
Zurück zum Zitat Chettri, R., Pradhan, S., Chettri, L.: Internet of Things: comparative study on classification algorithms (K-NN, naive Bayes and case based reasoning). Int. J. Comput. Appl. 130, 7–9 (2015) Chettri, R., Pradhan, S., Chettri, L.: Internet of Things: comparative study on classification algorithms (K-NN, naive Bayes and case based reasoning). Int. J. Comput. Appl. 130, 7–9 (2015)
13.
Zurück zum Zitat Chen, D., Chang, G., Sun, D., Li, J., Jia, J., Wang, X.: TRM-IoT: a trust management model based on fuzzy reputation for Internet of Things. Comput. Sci. Inf. Syst. 8, 1207–1228 (2011)CrossRef Chen, D., Chang, G., Sun, D., Li, J., Jia, J., Wang, X.: TRM-IoT: a trust management model based on fuzzy reputation for Internet of Things. Comput. Sci. Inf. Syst. 8, 1207–1228 (2011)CrossRef
14.
Zurück zum Zitat Chen, I.R., Guo, J., Bao, F.: Trust management for SOA-based IoT and its application to service composition. IEEE Trans. Serv. Comput. 9(3), 482–495 (2016)CrossRef Chen, I.R., Guo, J., Bao, F.: Trust management for SOA-based IoT and its application to service composition. IEEE Trans. Serv. Comput. 9(3), 482–495 (2016)CrossRef
15.
Zurück zum Zitat Bao, F., Chen, I.: Trust management for the Internet of Things and its application to service composition. In: 13th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, San Francisco, CA, United States, pp. 1–6 (2012) Bao, F., Chen, I.: Trust management for the Internet of Things and its application to service composition. In: 13th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, San Francisco, CA, United States, pp. 1–6 (2012)
16.
Zurück zum Zitat Nitti, M., Giran, R., Atzori, L., Iera, A., Morabito, G.: A subjective model for trustworthiness evaluation in the social Internet of Things. In: 2012 IEEE 23rd International Symposium on Personal Indoor and Mobile Radio Communication, Sydney, Australia, pp. 18–23 (2012) Nitti, M., Giran, R., Atzori, L., Iera, A., Morabito, G.: A subjective model for trustworthiness evaluation in the social Internet of Things. In: 2012 IEEE 23rd International Symposium on Personal Indoor and Mobile Radio Communication, Sydney, Australia, pp. 18–23 (2012)
17.
Zurück zum Zitat Liu, T., Guan, Y., Yan, Y., Liu, L., Deng, Q.: A WSN-oriented key agreement protocol in Internet of Things. In: 3rd International Conference on Frontiers of Manufacturing Science and Measuring Technology, LiJiang, China, pp. 1792–1795 (2013) Liu, T., Guan, Y., Yan, Y., Liu, L., Deng, Q.: A WSN-oriented key agreement protocol in Internet of Things. In: 3rd International Conference on Frontiers of Manufacturing Science and Measuring Technology, LiJiang, China, pp. 1792–1795 (2013)
18.
Zurück zum Zitat Martinez-Julia, P., Skarmeta, A.F.: Beyond the separation of identifier and locator: building an identity-based overlay network architecture for the Future Internet. Comput. Netw. 57(10), 2280–2300 (2013)CrossRef Martinez-Julia, P., Skarmeta, A.F.: Beyond the separation of identifier and locator: building an identity-based overlay network architecture for the Future Internet. Comput. Netw. 57(10), 2280–2300 (2013)CrossRef
Metadaten
Titel
Reputation-Based Security Framework for Internet of Things
verfasst von
Ion Bica
Bogdan-Cosmin Chifor
Ștefan-Ciprian Arseni
Ioana Matei
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-41025-4_14