Journals / Electrica / 2020 / Cilt: 20 - Sayı: 1

A Hybrid Trust-Modeling Approach for IoT Security

Journal
Electrica
Pages
86–96
DOI
—
🏛️Bibliographic metadata and full text access for this article are provided via DergiPark.
DergiPark Record ↗
✨

AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

The evaluation results show that our approach provides satisfactory and flexible trust computations.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:The Internet contains many types of services with different security options, which may be updated very frequently.
📊
Key Findings & Data:An entity selects only those services in trusted networks that satisfy its security requirements.
💡
Conclusion & Impact:The evaluation results show that our approach provides satisfactory and flexible trust computations.
🔬Design:Modeling & Simulation
📍Scope:Comprehensive Sample
⚙️Variables:Domain Parameters

Özet

The Internet contains many types of services with different security options, which may be updated very frequently. An entity selects only those services in trusted networks that satisfy its security requirements. The primary challenge is to determine the trust level of services in such networks, which contain devices with limited processing power, such as Internet-of-Things (IoT) devices. We propose a hybrid approach to formulate the trust of a security system in IoT networks. Our approach provides a systematic way to model the trust of security from the viewpoint of an entity. Furthermore, using a case study, we evaluate the approach via simulations of a smart entity that has to select a trusted network. The evaluation results show that our approach provides satisfactory and flexible trust computations.

🔖

Cite This Article

BAHTİYAR, Ş. (2020). A Hybrid Trust-Modeling Approach for IoT Security. Electrica, Cilt: 20 - Sayı: 1, 86–96. https://ajindex.com/articles/214002

📄 Full Text PDF Viewer

📄

PDF görüntüleyici hazırlanıyor...

References (6)

  1. W. Stallings, L. Brown, "Computer Security: Principles and Practice", 3rd ed. Upper Saddle River, NJ, USA: Prentice Hall Press, 2014
  2. P. Massa, "Trust in E-services: Technologies,Practices and Challenges", Idea Group Inc., 2007, ch. A Survey of Trust Use and Modeling in Real Online Systems, pp. 51-83. [CrossRef] 3. S. Bahtiyar, "Core-crust modeling approach for formal representation of trust in relation to computer security," Department of Computer Engineering, Bogazici University, İstanbul, Turkey, 2011
  3. T. Ryutov, "A socio-cognitive approach to modeling policies in open environments", in Eighth IEEE International Workshop on Policies for Distributed Systems and Networks, POLICY '07. Bologna, Italy: IEEE Computer Society, 13-15 Jun, 2007, pp. 29-38. [CrossRef] 5. O. Ajayi, R. Sinnott, A. Stell, "Trust realisation in multi-domain collaborative environments", in 6th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2007. Melbourne, Qld: IEEE, 11-13 Jul, 2007, pp. 906 - 11. [CrossRef] 6. S. Bahtiyar, M. U. Caglayan, "Extracting trust information˘ from security system of a service", Journal of Network and Computer Applications, vol. 35, no. 1, pp. 480-90, Jan, 2012. [CrossRef] 7. T. Grandison, M. Sloman, "A survey of trust in internet applications", IEEE Communications Survey, vol. 3, pp. 2-16, 2000. [CrossRef] 8. Z. Yan, "Trust management for mobile computing platforms", Department of Electrical and Communication Engineering, Helsinki University of Technology, Network Laboratory, 2007
  4. R. Juliana, P. U. Maheswari, "An energy efficient cluster head selection technique using network trust and swarm intelligence", Wireless Personal Communications, vol. 89, no. 2, pp. 351-64, Jun, 2016. [CrossRef] 10. D. Andert, R. Wakefield, J. Weise, "Trust modeling for security architecture development", Sun Microsystems, Inc., Santa Clara, CA, USA, Tech. Rep., 2002
  5. Z. Sun, Y. L. Han, K. J. R. Liu, "Defense of trust management vulnerabilities in distributed networks", IEEE Communications Magazine, vol. 46, pp. 112-9, 2008. [CrossRef] 12. M. Blaze, J. Feigenbaum, J. Lacy, "Decentralized trust management" in IEEE Symposium on Security and Privacy, ser. SP '96. Oakland, CA, USA: IEEE Computer Society, May 1996, pp. 164-73
  6. M. Blaze, S. Kannan, I. Lee, O. Sokolsky, J. M. Smith, A. D. Keremytis, W. Lee, "Dynamic trust management", IEEE Computer, vol. 42, pp. 44-52, 2009. [CrossRef] 14. N. Dimmock, A. Belokosztolszki, D. Eyers, J. Bac