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Impulse Technologies
                                      Beacons U to World of technology
        044-42133143, 98401 03301,9841091117 ieeeprojects@yahoo.com www.impulse.net.in
       An Iterative Algorithm for Trust Management and Adversary
                  Detection for Delay-Tolerant Networks
   Abstract—
         Delay/Disruption Tolerant Networks (DTNs) have been identified as one of
   the key areas in the field of wireless communication, wherein sparseness and delay
   are particularly high. They are emerging as a promising technology in vehicular,
   planetary/interplanetary, military/tactical, disaster response, underwater and
   satellite networks. DTNs are characterized by large end-to-end communication
   latency and the lack of end-to-end path from a source to its destination. These
   characteristics pose several challenges to the security of DTNs. Especially,
   Byzantine attacks in which one or more legitimate nodes have been compromised
   and fully controlled by the adversary can give serious damages to the network in
   terms of latency and data availability. Using reputation-based trust management
   systems is shown to be an effective way to handle the adversarial behavior in
   Mobile Ad hoc Networks (MANETs). However, because of the unique
   characteristics of DTNs, those traditional techniques do not apply to DTNs. Our
   main objective in this paper is to develop a robust trust mechanism and an efficient
   and low cost malicious node detection technique for DTNs. Inspired by our recent
   results on reputation management for online systems and e-commerce, we develop
   an iterative malicious node detection mechanism for DTNs referred as ITRM. The
   proposed scheme is a graph-based iterative algorithm motivated by the prior
   success of message passing techniques for decoding low-density parity-check
   codes over bipartite graphs. Applying ITRM to DTNs for various mobility models,
   we observed that the proposed iterative reputation management scheme is far more
   effective than well-known reputation management techniques such as the Bayesian
   framework and EigenTrust. Further, we concluded that the proposed scheme
  Your Own Ideas or Any project from any company can be Implemented
at Better price (All Projects can be done in Java or DotNet whichever the student wants)
                                                                                          1
Impulse Technologies
                                      Beacons U to World of technology
        044-42133143, 98401 03301,9841091117 ieeeprojects@yahoo.com www.impulse.net.in
   provides high data availability and packet-delivery ratio with low latency in DTNs
   under various adversary attacks which attempt to both undermine the trust and
   detection scheme and the packet deliv- ry protocol.




  Your Own Ideas or Any project from any company can be Implemented
at Better price (All Projects can be done in Java or DotNet whichever the student wants)
                                                                                          2

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23

  • 1. Impulse Technologies Beacons U to World of technology 044-42133143, 98401 03301,9841091117 ieeeprojects@yahoo.com www.impulse.net.in An Iterative Algorithm for Trust Management and Adversary Detection for Delay-Tolerant Networks Abstract— Delay/Disruption Tolerant Networks (DTNs) have been identified as one of the key areas in the field of wireless communication, wherein sparseness and delay are particularly high. They are emerging as a promising technology in vehicular, planetary/interplanetary, military/tactical, disaster response, underwater and satellite networks. DTNs are characterized by large end-to-end communication latency and the lack of end-to-end path from a source to its destination. These characteristics pose several challenges to the security of DTNs. Especially, Byzantine attacks in which one or more legitimate nodes have been compromised and fully controlled by the adversary can give serious damages to the network in terms of latency and data availability. Using reputation-based trust management systems is shown to be an effective way to handle the adversarial behavior in Mobile Ad hoc Networks (MANETs). However, because of the unique characteristics of DTNs, those traditional techniques do not apply to DTNs. Our main objective in this paper is to develop a robust trust mechanism and an efficient and low cost malicious node detection technique for DTNs. Inspired by our recent results on reputation management for online systems and e-commerce, we develop an iterative malicious node detection mechanism for DTNs referred as ITRM. The proposed scheme is a graph-based iterative algorithm motivated by the prior success of message passing techniques for decoding low-density parity-check codes over bipartite graphs. Applying ITRM to DTNs for various mobility models, we observed that the proposed iterative reputation management scheme is far more effective than well-known reputation management techniques such as the Bayesian framework and EigenTrust. Further, we concluded that the proposed scheme Your Own Ideas or Any project from any company can be Implemented at Better price (All Projects can be done in Java or DotNet whichever the student wants) 1
  • 2. Impulse Technologies Beacons U to World of technology 044-42133143, 98401 03301,9841091117 ieeeprojects@yahoo.com www.impulse.net.in provides high data availability and packet-delivery ratio with low latency in DTNs under various adversary attacks which attempt to both undermine the trust and detection scheme and the packet deliv- ry protocol. Your Own Ideas or Any project from any company can be Implemented at Better price (All Projects can be done in Java or DotNet whichever the student wants) 2