A self-managing volatile key scheme for wireless sensor networks

  • Abdelkader Laouid
  • Abdelnasser Dahmani
  • Hani Ragab Hassen
  • Ahcène Bounceur
  • Reinhardt Euler
  • Farid Lalem
  • Abdelkamel Tari
Original Research
  • 20 Downloads

Abstract

The last decade has seen major advances in Wireless Sensor Networks (WSN). The limited amount of resources in WSNs is the main challenge for securing them. Indeed, sensors are inherently small devices with limited embedded storage, processor and battery capacity. The situation is even worse when attackers, with virtually unlimited amount of resources, have direct physical access to sensors. Cryptographic keys are used for authentication, authorization, confidentiality, data integrity, as well as many other security services. Several proposals have been made for key management in WSNs. In this paper, we review some notable key management schemes and propose a new one. The originality of our work lies in two main facts: first, we do not place a master key on all sensors before deploying them as several other proposals did, but we rather place the master key in a subset of sensors; second, the master keys are volatile, i.e., sensors use the master key to bootstrap the system and they delete them shortly after that. Our extensive simulations have shown the efficiency of our approach.

Keywords

Key management Wireless sensor networks Secure connectivity coverage Network scalability Distributed algorithms 

Notes

Acknowledgements

We thank the anonymous referees for their constructive comments and suggestions, which helped to improve the quality of this paper. The first author acknowledges the support of the PNE program established by the government of Algeria.Thanks to CupCarbon, new proposals can be evaluated and compared with existing solutions in an accurate robust environment. CupCarbon (CupCarbonCupCarbon, A Smart City and IoT WSN Simulator http://www.cupcarbon.com) is an open source Java project and freely available for download.

References

  1. Abomhara M, Zakaria O, Khalifa OO (2010) An overview of video encryption techniques. Int J Comput Theory Eng 2(1):103Google Scholar
  2. Al M, Yoshigoe K (2008) A Secure and Energy-Efficient Key Generation Mechanism for Wireless Sensor Networks. In: PDPTA, pp 587–593Google Scholar
  3. Bechkit W, Challal Y, Bouabdallah A, Tarokh V (2013) A highly scalable key pre-distribution scheme for wireless sensor networks. IEEE Trans Wirel Commun 12(2):948–959CrossRefGoogle Scholar
  4. Bounceur A (2016) Cupcarbon: a new platform for designing and simulating smart-city and IOT wireless sensor networks (SCI-WSN). In: Proceedings of the international conference on internet of things and cloud computing. ACM. ​Cambridge, United Kingdom, p 1Google Scholar
  5. Casola V, De Benedictis A, Drago A, Mazzocca N (2011) Analysis and comparison of security protocols in wireless sensor networks. In: Reliable distributed systems workshops (SRDSW), 2011 30th IEEE symposium. IEEE, ​Madrid, Spain, pp 52–56Google Scholar
  6. Chen S, Liao X, Shu R, Shen X, Xu X, Zheng X (2011) High performance networking, computing, and communication systems: second international conference, ICHCC 2011, Singapore, 5–6 May 2011. Selected papers. Chapter dynamic key management scheme in wireless sensor networks, Springer, Berlin, pp 381–385Google Scholar
  7. Chen X, Makki K, Yen K, Pissinou N (2009) Sensor network security: a survey. IEEE Commun Surv Tutorials 11(2):52–73CrossRefGoogle Scholar
  8. Cuzzocrea A, Fortino G, Rana O (2013) Managing data and processes in cloud-enabled large-scale sensor networks: state-of-the-art and future research directions. In: Cluster, cloud and grid computing (CCGrid), 2013 13th IEEE/ACM international symposium. IEEE, ​Delft, Netherlands, pp 583–588Google Scholar
  9. Deng J, Hartung C, Han R, Mishra S (2005) A practical study of transitory master key establishment for wireless sensor networks. In: First international conference on security and privacy for emerging areas in communications networks (SECURECOMM’05). ​Athens, Greece, pp 289–302Google Scholar
  10. Diop A, Qi Y, Wang Q, Hussain S (2013) An advanced survey on secure energy-efficient hierarchical routing protocols in wireless sensor networks. arXiv preprint arXiv:1306.4595
  11. Du W, Deng J, Han Y S, Varshney PK (2003) A pairwise key pre-distribution scheme for wireless sensor networks. In: Proceedings of the 10th ACM conference on computer and communications security, CCS ’03, ACM, New York, pp 42–51Google Scholar
  12. Estébanez C, Saez Y, Recio G, Isasi P (2014) Performance of the most common non-cryptographic hash functions. Softw Pract Exp 44(6):681–698CrossRefGoogle Scholar
  13. Gandino F, Montrucchio B, Rebaudengo M (2009) Random key pre-distribution with transitory master key for wireless sensor networks. In: Proceedings of the 5th international student workshop on emerging networking experiments and technologies. ACM, Rome, Italy, pp 27–28Google Scholar
  14. Gao Q, Ma W, Li X (2017) A key predistribution scheme based on mixed-level orthogonal arrays. Adhoc & Sens Wireless Netw 37(1–4):53–69Google Scholar
  15. Hammoudeh M (2016) Putting the lab on the map: a wireless sensor network system for border security and surveillance. In: Proceedings of the international conference on internet of things and cloud computing, ACM, ​Cambridge, United Kingdom, p 4Google Scholar
  16. He X, Niedermeier M, De Meer H (2013) Dynamic key management in wireless sensor networks: a survey. J Netw Comput Appl 36(2):611–622CrossRefGoogle Scholar
  17. Huang Q, Cukier J, Kobayashi H, Liu B, Zhang J (2003) Fast authenticated key establishment protocols for self-organizing sensor networks. In: Proceedings of the 2nd ACM international conference on wireless sensor networks and applications. ACM, San Diego, CA, USA, pp 141–150Google Scholar
  18. Jr MAS, Barreto PS, Carvalho CBMTC (2010) A survey on key management mechanisms for distributed wireless sensor networks. Comput Netw 54:2591–2612CrossRefMATHGoogle Scholar
  19. Karlof C, Wagner D (2003) Secure routing in wireless sensor networks: attacks and countermeasures. Adhoc Netw 1(2):293–315Google Scholar
  20. Kavitha T, Sridharan D (2010) Security vulnerabilities in wireless sensor networks: a survey. J Inf Assur Secur 5(1):31–44Google Scholar
  21. Laouid A, Messai ML, Bounceur A., Euler R, Dahmani A, Tari A (2016) A dynamic and distributed key management scheme for wireless sensor networks. In: Proceedings of the international conference on internet of things and cloud computing. ACM. ​Cambridge, United Kingdom, p 70Google Scholar
  22. Mehmood A, Umar MM, Song H (2017) ICMDS: secure inter-cluster multiple-key distribution scheme for wireless sensor networks. Ad Hoc Netw 55:97–106CrossRefGoogle Scholar
  23. Nack F (2010) An overview on wireless sensor networks. Institute of Computer Science (ICS), Freie Universität BerlinGoogle Scholar
  24. Nadeem A, Javed MY (2005) A performance comparison of data encryption algorithms. In: Information and communication technologies, ICICT 2005. First international conference. IEEE, ​Karachi, Pakistan, pp 84–89Google Scholar
  25. Padmavathi DG, Shanmugapriya M et al (2009) A survey of attacks, security mechanisms and challenges in wireless sensor networks. arXiv:0909.0576
  26. Plateau B, Atif K (1991) Stochastic automata network of modeling parallel systems. IEEE Trans Softw Eng 17(10):1093–1108MathSciNetCrossRefGoogle Scholar
  27. Rahman M, Sampalli S (2012) A hybrid key management protocol for wireless sensor networks. In: 2012 IEEE 11th international conference on trust, security and privacy in computing and communications. ​Liverpool, UK, pp 769–776Google Scholar
  28. Rahman M, Sampalli S, Hussain S (2010) A robust pair-wise and group key management protocol for wireless sensor network. In: 2010 IEEE Globecom workshopsGoogle Scholar
  29. Reegan AS, Baburaj E (2013) Key management schemes in wireless sensor networks: a survey. In: Circuits, power and computing technologies (ICCPCT), 2013 international conference. IEEE, ​Nagercoil, India, pp 813–820Google Scholar
  30. Rogaway P (2004) Nonce-based symmetric encryption. In: Fast software encryption, Springer, Berlin, pp 348–358Google Scholar
  31. Sahingoz OK (2013) Large scale wireless sensor networks with multi-level dynamic key management scheme. J Syst Archit 59(9):801–807CrossRefGoogle Scholar
  32. Sharaf M, Abughazala M, Muccini H, Abusair M (2017) An architecture framework for modelling and simulation of situational-aware cyber-physical systems. In: European conference on software architecture, Springer, Berlin, pp 95–111Google Scholar
  33. Shi J, Wan J, Yan H, Suo H (2011) A survey of cyber-physical systems. In: Wireless communications and signal processing (WCSP), 2011 international conference. IEEE, pp 1–6Google Scholar
  34. Simplício MA, Barreto PS, Margi CB, Carvalho TC (2010) A survey on key management mechanisms for distributed wireless sensor networks. Comput Netw 54(15):2591–2612CrossRefMATHGoogle Scholar
  35. Tai WL, Chang YF, Li WH (2017) An IOT notion–based authentication and key agreement scheme ensuring user anonymity for heterogeneous ad hoc wireless sensor networks. J Inf Secur Appl 34:133–141Google Scholar
  36. Ueno K, Suzumura T (2013) Parallel distributed breadth first search on GPU. In: High performance computing (HiPC), 2013 20th international conference. IEEE, ​Bangalore, India, pp 314–323Google Scholar
  37. Uma M, Padmavathi G (2013) A survey on various cyber attacks and their classification. IJ Netw Secur 15(5):390–396Google Scholar
  38. Wang Y, Attebury G, Ramamurthy B (2006) A survey of security issues in wireless sensor networks. Comput Sci EngGoogle Scholar
  39. Xiao Y, Rayi VK, Sun B, Du X, Hu F, Galloway M (2007) A survey of key management schemes in wireless sensor networks. Comput Commun 30(11):2314–2341CrossRefGoogle Scholar
  40. Yang Q, Zhu X, Fu H, Che X (2015) Survey of security technologies on wireless sensor networks. J Sens 2015:9Google Scholar
  41. Zhang J, Varadharajan V (2010) Wireless sensor network key management survey and taxonomy. J Netw Comput Appl 33(2):63–75CrossRefGoogle Scholar
  42. Zhang X, He J, Wei Q (2011) Eddk: energy-efficient distributed deterministic key management for wireless sensor networks. EURASIP J Wirel Commun Netw 12:1–11Google Scholar

Copyright information

© Springer-Verlag GmbH Germany, part of Springer Nature 2018

Authors and Affiliations

  1. 1.Department of Computer Science, LIMED LaboratoryUniversity of BejaiaBejaiaAlgeria
  2. 2.Lab-STICC UMR CNRS 6285Université de Bretagne OccidentaleBrestFrance
  3. 3.School of Mathematical and Computer SciencesHeriot-Watt UniversityEdinburghUK
  4. 4.University Center of TamanrassetTamanrassetAlgeria
  5. 5.University of Echahid Hamma LakhdarEl-OuedAlgeria

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