Skip to main content
Top

2018 | OriginalPaper | Chapter

IoT-SDNPP: A Method for Privacy-Preserving in Smart City with Software Defined Networking

Authors : Mehdi Gheisari, Guojun Wang, Shuhong Chen, Hamidreza Ghorbani

Published in: Algorithms and Architectures for Parallel Processing

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Internet of Things (IoT) era appeared to connect all the digital and non-digital devices around the globe through the Internet. Based on predictions, billions of devices will be connected with each other by 2050 with the aim of providing high-level and humanized services. One application of IoT is a smart city that means IT-enabled cities running by themselves without human interventions. These large number of devices, especially in a smart city environment, may sense sensitive and personal data which makes the system vulnerable. We have to protect private information so that unwanted parties would not be able to find original data, which is a part of privacy-preserving. Meanwhile, a new networking paradigm evolved called Software Defined Networking (SDN) that aimed to separate the Control Plane and the Data Plane of the network results in much more flexibility to manage the network. Most of the existing works are deficient in flexibility or very tedious. In this paper, we facilitated IoT-based smart city with SDN paradigm to leverage the benefits of SDN. Then, based on the environment, we propose IoT-SDN Privacy-Preserving, IoT-SDNPP, to keep private data safe. We have done extensive experiments, and the experimental results have demonstrated the effectiveness of our approach.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
2.
go back to reference Alinani, K., Alinani, A., Narejo, D.H., Wang, G.: Aggregating author profiles from multiple publisher networks to build a list of potential collaborators. IEEE Access 6, 20298–20308 (2018)CrossRef Alinani, K., Alinani, A., Narejo, D.H., Wang, G.: Aggregating author profiles from multiple publisher networks to build a list of potential collaborators. IEEE Access 6, 20298–20308 (2018)CrossRef
3.
go back to reference Arif, M., Wang, G., Balas, V.E.: Secure vanets: trusted communication scheme between vehicles and infrastructure based on fog computing. Stud. Inform. Control 27(2), 235–246 (2018) Arif, M., Wang, G., Balas, V.E.: Secure vanets: trusted communication scheme between vehicles and infrastructure based on fog computing. Stud. Inform. Control 27(2), 235–246 (2018)
4.
go back to reference Broadhurst, R.: Developments in the global law enforcement of cyber-crime. Polic. Int. J. Police Strat. Manag. 29(3), 408–433 (2006)CrossRef Broadhurst, R.: Developments in the global law enforcement of cyber-crime. Polic. Int. J. Police Strat. Manag. 29(3), 408–433 (2006)CrossRef
5.
go back to reference Bull, P., Austin, R., Popov, E., Sharma, M., Watson, R.: Flow based security for IoT devices using an SDN gateway. In: 2016 IEEE 4th International Conference on Future Internet of Things and Cloud (FiCloud), pp. 157–163. IEEE (2016) Bull, P., Austin, R., Popov, E., Sharma, M., Watson, R.: Flow based security for IoT devices using an SDN gateway. In: 2016 IEEE 4th International Conference on Future Internet of Things and Cloud (FiCloud), pp. 157–163. IEEE (2016)
6.
go back to reference Chase, J.: The evolution of the internet of things. Texas Instruments, pp. 1–5 (2013) Chase, J.: The evolution of the internet of things. Texas Instruments, pp. 1–5 (2013)
7.
go back to reference Dai, Y., Wang, G., Li, K.C.: Conceptual alignment deep neural networks. J. Intell. Fuzzy Syst. 34(3), 1631–1642 (2018)CrossRef Dai, Y., Wang, G., Li, K.C.: Conceptual alignment deep neural networks. J. Intell. Fuzzy Syst. 34(3), 1631–1642 (2018)CrossRef
8.
go back to reference Flauzac, O., Gonzlez, C., Hachani, A., Nolot, F.: SDN based architecture for IoT and improvement of the security. In: 2015 IEEE 29th International Conference on Advanced Information Networking and Applications Workshops, pp. 688–693 (2015) Flauzac, O., Gonzlez, C., Hachani, A., Nolot, F.: SDN based architecture for IoT and improvement of the security. In: 2015 IEEE 29th International Conference on Advanced Information Networking and Applications Workshops, pp. 688–693 (2015)
9.
go back to reference GhadakSaz, E., Amini, M.R., Porkar, P., Gheisari, M.: Design, implement and compare two proposed sensor datas storages named SemHD and SSW. From Editor in Chief, p. 78 (2012) GhadakSaz, E., Amini, M.R., Porkar, P., Gheisari, M.: Design, implement and compare two proposed sensor datas storages named SemHD and SSW. From Editor in Chief, p. 78 (2012)
10.
go back to reference Gheisari, M.: The effectiveness of schema therapy integrated with neurological rehabilitation on reducing early maladaptive schemas and symptoms of depression in patients with chronic depressive disorder. Health Sci. J. 10(4) (2016) Gheisari, M.: The effectiveness of schema therapy integrated with neurological rehabilitation on reducing early maladaptive schemas and symptoms of depression in patients with chronic depressive disorder. Health Sci. J. 10(4) (2016)
11.
go back to reference Gheisari, M., Baloochi, H., Gharghi, M., Khajehyousefi, M.: An evaluation of two proposed systems of sensor datas storage in total data parameter. Int. Geoinformatics Res. Dev. J. (2012) Gheisari, M., Baloochi, H., Gharghi, M., Khajehyousefi, M.: An evaluation of two proposed systems of sensor datas storage in total data parameter. Int. Geoinformatics Res. Dev. J. (2012)
13.
go back to reference Hunt, T., Song, C., Shokri, R., Shmatikov, V., Witchel, E.: Chiron: privacy- preserving machine learning as a service. arXiv preprint arXiv:1803.05961 (2018) Hunt, T., Song, C., Shokri, R., Shmatikov, V., Witchel, E.: Chiron: privacy- preserving machine learning as a service. arXiv preprint arXiv:​1803.​05961 (2018)
14.
go back to reference Itani, W., Kayssi, A., Chehab, A.: Privacy as a service: privacy-aware data storage and processing in cloud computing architectures. In: DASC 2009, pp. 711–716. IEEE (2009) Itani, W., Kayssi, A., Chehab, A.: Privacy as a service: privacy-aware data storage and processing in cloud computing architectures. In: DASC 2009, pp. 711–716. IEEE (2009)
15.
go back to reference Karim, A., Shah, S.A.A., Salleh, R.B., Arif, M., Noor, R.M., Shamshirband, S.: Mobile botnet attacks-an emerging threat: classification, review and open issues. TIIS 9(4), 1471–1492 (2015) Karim, A., Shah, S.A.A., Salleh, R.B., Arif, M., Noor, R.M., Shamshirband, S.: Mobile botnet attacks-an emerging threat: classification, review and open issues. TIIS 9(4), 1471–1492 (2015)
16.
go back to reference Liu, Q., Guo, Y., Wu, J., Wang, G.: Effective query grouping strategy in clouds. J. Comput. Sci. Technol. 32(6), 1231–1249 (2017)MathSciNetCrossRef Liu, Q., Guo, Y., Wu, J., Wang, G.: Effective query grouping strategy in clouds. J. Comput. Sci. Technol. 32(6), 1231–1249 (2017)MathSciNetCrossRef
17.
go back to reference Low, Y., Gonzalez, J.E., Kyrola, A., Bickson, D., Guestrin, C.E., Hellerstein, J.: GraphLab: a new framework for parallel machine learning. arXiv preprint arXiv:1408.2041 (2014) Low, Y., Gonzalez, J.E., Kyrola, A., Bickson, D., Guestrin, C.E., Hellerstein, J.: GraphLab: a new framework for parallel machine learning. arXiv preprint arXiv:​1408.​2041 (2014)
18.
go back to reference Gheisari, M., Esnaashari, M.: Data storages in wireless sensor networks to deal with disaster management. In: Emergency and Disaster Management: Concepts, Methodologies, Tools, and Applications, pp. 655–682. IGI Global (2019) Gheisari, M., Esnaashari, M.: Data storages in wireless sensor networks to deal with disaster management. In: Emergency and Disaster Management: Concepts, Methodologies, Tools, and Applications, pp. 655–682. IGI Global (2019)
19.
go back to reference Mekky, H., Hao, F., Mukherjee, S., Zhang, Z.L., Lakshman, T.: Application-aware data plane processing in SDN. In: Proceedings of the Third Workshop on Hot Topics in Software Defined Networking, pp. 13–18. ACM (2014) Mekky, H., Hao, F., Mukherjee, S., Zhang, Z.L., Lakshman, T.: Application-aware data plane processing in SDN. In: Proceedings of the Third Workshop on Hot Topics in Software Defined Networking, pp. 13–18. ACM (2014)
20.
go back to reference Nobakht, M., Sivaraman, V., Boreli, R.: A host-based intrusion detection and mitigation framework for smart home IoT using OpenFlow. In: ARES, pp. 147–156, August 2016 Nobakht, M., Sivaraman, V., Boreli, R.: A host-based intrusion detection and mitigation framework for smart home IoT using OpenFlow. In: ARES, pp. 147–156, August 2016
21.
go back to reference Porkar, P., Gheisari, M., Bazyari, G.H., Kaviyanjahromi, Z.: A comparison with two sensor data storagesin energy. In: ICCCI. ASME Press (2011) Porkar, P., Gheisari, M., Bazyari, G.H., Kaviyanjahromi, Z.: A comparison with two sensor data storagesin energy. In: ICCCI. ASME Press (2011)
22.
go back to reference Raza, M., Chowdhury, S., Robertson, W.: SDN based emulation of an academic networking testbed. In: CCECE, pp. 1–6. IEEE (2016) Raza, M., Chowdhury, S., Robertson, W.: SDN based emulation of an academic networking testbed. In: CCECE, pp. 1–6. IEEE (2016)
23.
go back to reference Rezaeiye, P.P., Gheisari, M.: Performance analysis of two sensor data storages. In: Proceedings of 2nd International Conference on Circuits, Systems, Communications & Computers (CSCC), pp. 133–136 (2011) Rezaeiye, P.P., Gheisari, M.: Performance analysis of two sensor data storages. In: Proceedings of 2nd International Conference on Circuits, Systems, Communications & Computers (CSCC), pp. 133–136 (2011)
24.
go back to reference Rezaeiye, P.P., Rezaeiye, P.P., Karbalayi, E., Gheisari, M.: Statistical method used for doing better corneal junction operation. In: Material and Manufacturing Technology III. Advanced Materials Research, vol. 548, pp. 762–766. Trans Tech Publications, September 2012 Rezaeiye, P.P., Rezaeiye, P.P., Karbalayi, E., Gheisari, M.: Statistical method used for doing better corneal junction operation. In: Material and Manufacturing Technology III. Advanced Materials Research, vol. 548, pp. 762–766. Trans Tech Publications, September 2012
25.
go back to reference Rezaeiye, P.P., et al.: Agent programming with object oriented (c ++). In: ICECCT, pp. 1–10. IEEE (2017) Rezaeiye, P.P., et al.: Agent programming with object oriented (c ++). In: ICECCT, pp. 1–10. IEEE (2017)
26.
go back to reference Salman, O., Abdallah, S., Elhajj, I.H., Chehab, A., Kayssi, A.: Identity-based authentication scheme for the internet of things. In: ISCC, pp. 1109–1111. IEEE (2016) Salman, O., Abdallah, S., Elhajj, I.H., Chehab, A., Kayssi, A.: Identity-based authentication scheme for the internet of things. In: ISCC, pp. 1109–1111. IEEE (2016)
27.
go back to reference Shanahan, D., et al.: Variation in experiences of nature across gradients of tree cover in compact and sprawling cities. Landsc. Urban Plann. 157, 231–238 (2017)CrossRef Shanahan, D., et al.: Variation in experiences of nature across gradients of tree cover in compact and sprawling cities. Landsc. Urban Plann. 157, 231–238 (2017)CrossRef
28.
go back to reference Sicari, S., Rizzardi, A., Grieco, L.A., Coen-Porisini, A.: Security, privacy and trust in internet of things: the road ahead. Comput. Netw. 76, 146–164 (2015)CrossRef Sicari, S., Rizzardi, A., Grieco, L.A., Coen-Porisini, A.: Security, privacy and trust in internet of things: the road ahead. Comput. Netw. 76, 146–164 (2015)CrossRef
29.
go back to reference Wang, F., Jiang, W., Li, X., Wang, G.: Maximizing positive influence spread in online social networks via fluid dynamics. Future Gener. Comput. Syst. 86, 1491–1502 (2018)CrossRef Wang, F., Jiang, W., Li, X., Wang, G.: Maximizing positive influence spread in online social networks via fluid dynamics. Future Gener. Comput. Syst. 86, 1491–1502 (2018)CrossRef
30.
go back to reference Wang, T., Li, Y., Wang, G., Cao, J., Bhuiyan, M.Z.A., Jia, W.: Sustainable and efficient data collection from WSNs to cloud. IEEE Trans. Sustain. Comput. 1 (2018) Wang, T., Li, Y., Wang, G., Cao, J., Bhuiyan, M.Z.A., Jia, W.: Sustainable and efficient data collection from WSNs to cloud. IEEE Trans. Sustain. Comput. 1 (2018)
31.
go back to reference Zhang, Q., Liu, Q., Wang, G.: PRMS: a personalized mobile search over encrypted outsourced data. IEEE Access 6, 31541–31552 (2018)CrossRef Zhang, Q., Liu, Q., Wang, G.: PRMS: a personalized mobile search over encrypted outsourced data. IEEE Access 6, 31541–31552 (2018)CrossRef
32.
go back to reference Zhang, S., Wang, G., Liu, Q.: A dual privacy preserving scheme in continuous location-based services. In: 2017 IEEE Trustcom/BigDataSE/ICESS, pp. 402–408, August 2017 Zhang, S., Wang, G., Liu, Q.: A dual privacy preserving scheme in continuous location-based services. In: 2017 IEEE Trustcom/BigDataSE/ICESS, pp. 402–408, August 2017
Metadata
Title
IoT-SDNPP: A Method for Privacy-Preserving in Smart City with Software Defined Networking
Authors
Mehdi Gheisari
Guojun Wang
Shuhong Chen
Hamidreza Ghorbani
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-030-05063-4_24

Premium Partner