BibTex RIS Kaynak Göster

Scalability Evaluation of Trust and Reputation Models for Wireless Sensor Networks

Yıl 2019, Cilt: 8 Sayı: 4, 114 - 121, 01.12.2019

Öz

A wireless sensor network consists of distributed sensor nodes tomonitorphysical and/or environmental conditions, such assound, motion, temperature, pressure or pollutants and to cooperatively deliver their data through the network infrastructure to a main location, generally called sink. Inspite of its several advantages, due to its inherit features, wireless sensor networks are open to many security risks. Although conventional data security solutions are effective for other types of networks, they are not effectively applicable to wireless sensor networks. Therefore, trust and reputation management approaches have been proposed as an alternative. In a wireless sensor network, trust and reputation management enables a node to make their own opinion about how trustworthy or reputable another node is. This way, it reduces the opportunities of being defrauded and augments the probability of a successful transaction. It is known that although in the literature there are many trust and reputation models, stil there is a lack of state-of-the-art models, standart data structures and application programming interfaces, generic testing tools, and security threats analysis. Accordingly, in this study a contribution to the last one is made and the effectiveness of two well-known trust and reputation models proposed for wireless sensor networks, namely PeerTrust and PowerTrust, is evaluated in terms of accuracy, path length and power consumption.

Kaynakça

  • I. F Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, "Wireless sensor networks: a survey", Computer Networks, vol. 38, no. 4, pp. 393-422, 2002.
  • J. Grover and S. Sharma, "Security issues in Wireless Sensor Network - A review", in Proceedings of the 5th International Conference on Reliability, Infocom Technologies and Optimiza- tion (Trends and Future Directions) (ICRITO), Noida, India, 7-9 Sept. 2016.
  • F. G. Marmol, and G. M. Perez, "Trust and reputation models comparison", Internet Research, vol. 21, no. 2, pp.138-153, 2011.
  • R. Roman, C. Fernandez-Gago, J. Lopez, and H. H. Chen, "Trust and Reputation Systems for Wireless Sensor Networks", in Security and Privacy in Mobile and Wireless Networking, Eds. S. Gritzalis, T. Karygiannis, and C. Skianis, pp. 105-126, Troubador Publishing Ltd, 2009.
  • F. G. Marmol and G. M. Perez, “Security threats scenarios in trust and reputation models for distributed systems”, Computer & Security, vol. 28, pp. 545-556, 2009.
  • F. G. Marmol, J. G. Marin-Blazquez, and G. M. Perez, “LFTM, Linguistic Fuzzy Trust Mechanism for distributed Networks”, Concurrency and Computation: Practice & Experience, 2012.
  • F. G. Marmol and G. M. Perez, “Providing Trust in Wireless Sensor Networks using a Bio-inspired Technique”, Telecommuni- cation Systems Journal, vol. 46, no. 2, pp. 163-180, 2011.
  • G. Tuna, S. M. Potirakis, and G. Koulouras, “Implementing a Trust and Reputation Model for Robotic Sensor Networks”, Elektronika Ir Elektrotechnika, vol. 19, no. 10, pp. 3-8, 2013.
  • Z. Noorian and M. Ulieru, "The state of the art in trust and reputation systems: a framework for comparison", Journal of Theoretical and Applied Electronic Commerce Research, vol. 5, no. 2, pp. 97-117, 2010.
  • J. Sabater-Mir and C. Sierra, "Review on Computational Trust and Reputation Models", Artificial Intelligence Review, vol. 24, no. 1, pp. 33-60, 2005.
  • D. D. S. Braga, M. Niemann, B. Hellingrath, and F. B. D. L. Neto, "Survey on Computational Trust and Reputation Models", ACM Computing Surveys, vol. 51, no. 5, article no. 101, 2019.
  • L. Xiong and L. Liu, “PeerTrust: Supporting Reputation- Based Trust in Peer-to-Peer Communities”, IEEE Transactions on Knowledge and Data Engineering, vol. 16, no. 7, pp. 843-857, 2004.
  • R. Zhou and K. Hwang, “PowerTrust: A Robust and Scalable Reputation System for Trusted Peer-to-Peer Computing”, IEEE Transactions on Parallel and Distributed Systems, vol 18, no. 4, pp. 460-473, 2007.
  • F. G. Marmol and G. M. Perez, “TRMSim-WSN, trust and reputation models simulator for wireless sensor networks”, in Proceedings of the IEEE International Conference on Commu- nications, Dresden, Germany, 2009.
Yıl 2019, Cilt: 8 Sayı: 4, 114 - 121, 01.12.2019

Öz

Kaynakça

  • I. F Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, "Wireless sensor networks: a survey", Computer Networks, vol. 38, no. 4, pp. 393-422, 2002.
  • J. Grover and S. Sharma, "Security issues in Wireless Sensor Network - A review", in Proceedings of the 5th International Conference on Reliability, Infocom Technologies and Optimiza- tion (Trends and Future Directions) (ICRITO), Noida, India, 7-9 Sept. 2016.
  • F. G. Marmol, and G. M. Perez, "Trust and reputation models comparison", Internet Research, vol. 21, no. 2, pp.138-153, 2011.
  • R. Roman, C. Fernandez-Gago, J. Lopez, and H. H. Chen, "Trust and Reputation Systems for Wireless Sensor Networks", in Security and Privacy in Mobile and Wireless Networking, Eds. S. Gritzalis, T. Karygiannis, and C. Skianis, pp. 105-126, Troubador Publishing Ltd, 2009.
  • F. G. Marmol and G. M. Perez, “Security threats scenarios in trust and reputation models for distributed systems”, Computer & Security, vol. 28, pp. 545-556, 2009.
  • F. G. Marmol, J. G. Marin-Blazquez, and G. M. Perez, “LFTM, Linguistic Fuzzy Trust Mechanism for distributed Networks”, Concurrency and Computation: Practice & Experience, 2012.
  • F. G. Marmol and G. M. Perez, “Providing Trust in Wireless Sensor Networks using a Bio-inspired Technique”, Telecommuni- cation Systems Journal, vol. 46, no. 2, pp. 163-180, 2011.
  • G. Tuna, S. M. Potirakis, and G. Koulouras, “Implementing a Trust and Reputation Model for Robotic Sensor Networks”, Elektronika Ir Elektrotechnika, vol. 19, no. 10, pp. 3-8, 2013.
  • Z. Noorian and M. Ulieru, "The state of the art in trust and reputation systems: a framework for comparison", Journal of Theoretical and Applied Electronic Commerce Research, vol. 5, no. 2, pp. 97-117, 2010.
  • J. Sabater-Mir and C. Sierra, "Review on Computational Trust and Reputation Models", Artificial Intelligence Review, vol. 24, no. 1, pp. 33-60, 2005.
  • D. D. S. Braga, M. Niemann, B. Hellingrath, and F. B. D. L. Neto, "Survey on Computational Trust and Reputation Models", ACM Computing Surveys, vol. 51, no. 5, article no. 101, 2019.
  • L. Xiong and L. Liu, “PeerTrust: Supporting Reputation- Based Trust in Peer-to-Peer Communities”, IEEE Transactions on Knowledge and Data Engineering, vol. 16, no. 7, pp. 843-857, 2004.
  • R. Zhou and K. Hwang, “PowerTrust: A Robust and Scalable Reputation System for Trusted Peer-to-Peer Computing”, IEEE Transactions on Parallel and Distributed Systems, vol 18, no. 4, pp. 460-473, 2007.
  • F. G. Marmol and G. M. Perez, “TRMSim-WSN, trust and reputation models simulator for wireless sensor networks”, in Proceedings of the IEEE International Conference on Commu- nications, Dresden, Germany, 2009.
Toplam 14 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Bölüm Araştırma Makalesi
Yazarlar

Gürkan Tuna Bu kişi benim

Resul Das Bu kişi benim

Yayımlanma Tarihi 1 Aralık 2019
Yayımlandığı Sayı Yıl 2019 Cilt: 8 Sayı: 4

Kaynak Göster

IEEE G. Tuna ve R. Das, “Scalability Evaluation of Trust and Reputation Models for Wireless Sensor Networks”, IJISS, c. 8, sy. 4, ss. 114–121, 2019.