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International Journal of Creative and Open Research in Engineering and Management

A Peer-Reviewed, Open-Access International Journal Supporting Multidisciplinary Research, Digital Publishing Standards, DOI Registration, and Academic Indexing.
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ISSN: 3108-1754 (Online)
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Peer Review: Double Blind
Volume 02, Issue 9

Published on: September 2026

REPUTATION AND INCENTIVE BASED DETECTION OF SELFISH NODES IN DELAY TOLERANT NETWORKS

Nita Dakhare Upendra Malekar

Computer Science and Application, School of Allied Sciences,

Faculty of Science and Technology,

Datta Meghe Institute of Higher Education & Research (Deemed to be University), Sawangi (Meghe), Wardha 442001, Maharashtra, India

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Plagiarism Passed Peer Reviewed Open Access

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Abstract

A Delay Tolerant Network (DTN) is a new approach to disconnected computer network architectures and also deals with issues in the heterogeneous networks that lack continuous network connectivity. DTN works to operate effectively over extreme distance. In real time applications nodes in DTN may behave with selfish behavior. Hence, many nodes do not always co-operate in packet forwarding in all applications. To address the selfish behavior issue in DTN, many techniques are available based on credit and incentive mechanisms. This suggests that it is mandatory to provide incentive to the selfish DTN nodes so that they can participate in the packet forwarding. In this paper, the proposed approach addresses the selfish-node forwarding problem in DTNs. To detect the selfish behavior of DTN nodes a basic detection algorithm is used along with the proposed incentive strategy. The proposed incentive strategy with selfish-node detection is evaluated using different DTN routing protocols to compare bundle delivery ratios across different DTN routing protocols. The proposed approach is evaluated across different DTN routing protocols, and among the evaluated protocols, Spray and Wait achieved the highest BDR (28.10%), followed by MaxProp (26.33%) at 10,000 s.

Keywords— DTN; selfish behavior; credit and incentive mechanisms; selfish-node; routing protocols.

 

How to Cite this Paper

Dakhare, N. & Malekar, U. (2026). Reputation and Incentive Based Detection of Selfish Nodes in Delay Tolerant Networks. International Journal of Creative and Open Research in Engineering and Management, <i>02</i>(9), 1-9. https://doi.org/10.55041/ijcope.v2i9.141

Dakhare, Nita, and Upendra Malekar. "Reputation and Incentive Based Detection of Selfish Nodes in Delay Tolerant Networks." International Journal of Creative and Open Research in Engineering and Management, vol. 02, no. 9, 2026, pp. 1-9. doi:https://doi.org/10.55041/ijcope.v2i9.141.

Dakhare, Nita, and Upendra Malekar. "Reputation and Incentive Based Detection of Selfish Nodes in Delay Tolerant Networks." International Journal of Creative and Open Research in Engineering and Management 02, no. 9 (2026): 1-9. https://doi.org/https://doi.org/10.55041/ijcope.v2i9.141.

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References

[1] F. Warthman, “Delay-Tolerant Networks (DTNs): A Tutorial,” Version 1.1, Warthman Associates, Mar. 2003.

[2] A. Pentland, R. Fletcher, and A. Hasson, “DakNet: Rethinking connectivity in developing nations,” Computer, vol. 37, no. 1, pp. 78–83, Jan. 2004, doi:10.1109/MC.2004.1260729.

[3] K. Scott and S. Burleigh, “Bundle Protocol Specification,” RFC 5050, IETF, Nov. 2007.

[4] V. Cerf, S. Burleigh, A. Hooke, L. Torgerson, R. Durst, K. Scott, K. Fall, and H. Weiss, “Delay-Tolerant Networking Architecture,” RFC 4838, IETF, Apr. 2007.

[5] X. Jiang and X.-Y. Bai, “A survey on incentive mechanism of delay tolerant networks,” in Proc. 10th Int. Computer Conf. on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, China, Dec. 2013, pp. 191–197, doi: 10.1109/ICCWAMTIP.2013.6716629.

[6] U. B. Malekar and L. Kulkarni, “Impact of velocity and bundle holding time on bundle dropping event in vehicular delay tolerant network,” in Proc. Int. Conf. Industrial Instrumentation and Control (ICIC), Pune, India, May 2015, pp. 1384–1387, doi: 10.1109/IIC.2015.7150964.

[7] R. Lu, X. Lin, H. Zhu, X. Shen, and B. Preiss, “Pi: A Practical Incentive Protocol for Delay Tolerant Networks,” IEEE Transactions on Wireless Communications, vol. 9, no. 4, pp. 1483–1493, Apr. 2010, doi: 10.1109/TWC.2010.04.090557.

[8] H. Zhu, S. Du, Z. Gao, M. Dong, and Z. Cao, “A Probabilistic Misbehavior Detection Scheme towards Efficient Trust Establishment in Delay-Tolerant Networks,” IEEE Transactions on Parallel and Distributed Systems, vol. 25, no. 1, pp. 22–32, Jan. 2014, doi: 10.1109/TPDS.2013.36.

[9] A. Keränen, J. Ott, and T. Kärkkäinen, “The ONE simulator for DTN protocol evaluation,” in Proc. 2nd Int. Conf. Simulation Tools and Techniques (SIMUTools), Rome, Italy, 2009, doi: 10.4108/ICST.SIMUTOOLS2009.5674.

[10] G.-U. Rehman, A. Ghani, S. Muhammad, M. Singh, and D. Singh, “Selfishness in Vehicular Delay-Tolerant Networks: A Review,” Sensors, vol. 20, no. 10, Art. no. 3000, 2020, doi: 10.3390/s20103000.

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  • Published on: Sep 19 2026
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