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Detection of Malicious Nodes in UAV-IOT Environment
These days UAV-IOT collaborative environment has become a hot topic for research because UAV adds significant potential to the IoT devices. However, there are multiple issues to address like resource allocation, trajectory optimization energy preservation, selfish and malicious node detection etc. In this article we propose a decision tree based selfish and malicious node detection technique based upon information like residual energy, energy depletion rate, present reputation and credibility of alternative routers. Based on this, next reputation is decided and the node is identified as non-malicious or malicious. During selection of route from clusterhead to a cluster member, malicious nodes are avoided as much as possible, to reduce unnecessary consumption of energy and time.
Keywords
Credit, Energy Efficiency, Malicious, Random Forest, Unmanned Aerial Vehicle.
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- Perkins C E, Highly dynamic destination-sequenced distance vector routing for mobile computers, ACM Comput & Commun Rev, 14 (2) 234-244
- Murthy S & Garcia-Luna-Aceves J J, An efficient routing protocol for wireless networks, in Mobile Networks and Applications (Kluwer Academic Publishers) 1996, 183-197.
- Chen T W & Gerla M, Global State Routing: A new routing scheme for ad hoc wireless networks, in Proc IEEE Int Conf on Communications, 1998.
- Chiang C C, Wu H K, Liu W & Gerla M, Routing in clustered multi-hop mobile networks with fading channel, in Proc of IEEE SICON, 1997
- Johnson D B & Maltz D A, Dynamic source routing in ad hoc networks, Mobile Computing, 153-181.
- Hu B & Gharavi H, DSR-based directional routing protocol for ad hoc networks, in Proc IEEE GlobeComm, 2008.
- Chakeres I D et Al, AODV routing protocol implementation design, in Proc WWAN, March 2005.
- Ueda T et Al, ACR: An adaptive communication aware routing through maximally zone-disjoint shortest paths in ad hoc wireless networks with directional antenna, J Wireless Commun & Mobile Comput, 2007.
- Su W & Gerla M, IPv6 flow handoff in ad hoc wireless networks using mobility prediction, in Proc IEEE GlobeCommun, 1997, 271-275.
- Toh C K, Associativity-based routing for ad hoc networks using mobility prediction, in IEEE Int Phoenix Conf on Computers and Communications (IPCCC’96)
- Singh S, Woo M & Raghavendra C S, Power aware routing in mobile ad hoc networks, in Proc Mobicom 1998 (Dallas, Texas) October 1998.
- Toh C K,Maximum battery life routing to support ubiquitous mobile computing in wireless ad hoc networks, IEEE Commun Mag, June 2001.
- Tarique M, Tepe K E & Naserian M, Energy saving dynamic source routing for ad hoc wireless networks, in Proc WIOPT 2005.
- Kaabneh K et al, An effective location-based power conservation scheme for mobile ad hoc networks, Amer J Appl Sci, 6 ( ) 1708-1713.
- Nitnaware D & Verma A, Energy constraint node cache based routing protocol for ad hoc networks, Int J Wireless & Mobile Networks, 2 (2010).
- M. Bandai et. al. Signal strength based energy efficient routing for ad hoc networks. In IEICE Transactions on Communications, volume E 91.B, pages 1006–1014, June 2010.
- Mehdi Lotfi et. al. A new energy efficient routing algorithm based on a new cost function in wireless ad hoc networks. Journal of Computing, 2, June 2010.
- P.K. Suri et. al. Qos enable power-aware routing protocol for manets. International Journal of Engineering, Science and Technology, 2:4880–4885, 2010.
- S.K. Dhurandher et. al. Eeaodr: An energy-efficient ad hoc on-demand routing protocol for mobile ad hoc networks. International Journal of Communication Systems, 22(7), July 2009.
- Z. J. Haas and M. R. Pearlman. The performance of query control schemes for the zone routing protocol. In In Proceedings of SIGCOMM, volume I, page 167177, Jan 1998.
- Luo Junhai, Xue Liu, and Ye Danxia. Research on multicast routing protocols for mobile ad-hoc networks. In Elsevier,, 2007.
- Kaabneh, Halasa K., and H A., Al-Bahadili. An effective location-based power conservation scheme for mobile ad hoc networks. American Journal of applied Sciences, B:1708–1713, 2008.
- J. Widmer M. Mauve. A survey on position-based routing in mobile ad hoc networks. In IEEE Network Magazine, volume 15, pages 30–39, Nov 2001.
- N. Meghanathan. Energy consumption analysis of the stable path and minimum hop path routing strategies for mobile ad hoc networks. In International Journal of Computer Science and Network Security, volume 7, pages 30–39, October 2007.
- A. Misra and S. Banerjee. Mrpc: Maximizing network lifetime for reliable routing in wireless environments. In Proceedings of WCNC, 2002.
- N. Nikaein and C. Bonnet. Alm adaptive location management model incorporating fuzzy logic for mobile ad hoc networks. In in Proceeding of Med Hoc Net, Italy, pages 1489–1499, 2002.
- K.Srinivasa Rao, R.Sudhistna Kumar, P. Venkatesh, R.V.Sivaram Naidu, and A.Ramesh. Development of energy efficient and reliable congestion control protocol for multicasting in mobile adhoc networks compare with aodv based on receivers. In International Journal of Engineering Research and Applications (IJERA, volume 2, pages 631– 634, Mar-Apr 2012.
- Anuradha Banerjee, Paramartha Dutta, Reputation-based Attack Resistant Cooperation Stimulation (RACS) for Mobile Ad Hoc Networks, International Journal of Artificial Intelligence and Applications, vol. 1 no. 3, 2010
- Anuradha Banerjee, Paramartha Dutta, Fuzzy Controlled Route Discovery For Mobile Ad Hoc Networks, vol. 2 no. 6, International Journal of Engineering, Science and Technology, June 2010, pp. 2337-2346
- Anuradha Banerjee, Paramartha Dutta, Fuzzy Controlled Adaptive and Intelligent Route (FAIR) Selection in Mobile Ad Hoc Networks, European Journal of Scientific Research (impact factor: 0.736), vol. 45 no. 3, September 2010
- Anuradha Banerjee, Paramartha Dutta, Fuzzy Controlled Localized Route-Repair (FLRR) for On-demand Routing Protocols in Ad Hoc Networks, International Journal of Computer Applications, vol. 7 no. 6, pp. 1169-1444, September 2010
- Anuradha Banerjee, Paramartha Dutta, Link Stability and Node Energy Conscious Local Route-Repair Scheme for Mobile Ad Hoc Networks, American Journal of Applied Sciences (Impact factor: 0.223) , vol. 7(8), pp. 1129-1138, 2010
- Anuradha Banerjee, Paramartha Dutta, A Survey of Unicast Routing Protocols in Ad Hoc Networks, International Journal of Advances in Science and Technology, vol. 1 no. 3, 2010
- Anuradha Banerjee, A Survey of Broadcast Routing Protocols in Mobile Ad Hoc Networks, International Journal of Advances in Science and Technology, vol. 1 no.2, 2010
- Anuradha Banerjee, Paramartha Dutta, A Survey of Multicast Routing Protocols For Ad Hoc Networks, International Journal of Engineering, Science and Technology, vol. 2 no. 10, October 2010,pp.5594-5604
- Anuradha Banerjee, Paramartha Dutta, An Efficient Method For Tracking Nodes (EMTN) In Mobile Ad Hoc Networks, International Journal of Computer Applications, vol. 11 no. 2, December 2010,pp.38-41
- Anuradha Banerjee, Subhankar Ghosh, Paramartha Dutta, Fuzzy-controlled Energy Efficient Weight-based Two Hop Clustering For Multicast Communication in Mobile Ad Hoc Networks, Fuzzy and Neural Computing Conference, Vishakhapatnam, Dec. 19-21, 2011
- Anuradha Banerjee, Paramartha Dutta, Fuzzy-controlled Multi-hop Adaptive Clustering (FMAC) For Mobile Ad Hoc Networks, Scientific Research and Essays vol.7 no. 2(impact factor: 0.445), 2012
- Anuradha Banerjee, Paramartha Dutta, Fuzzy-controlled Load-balanced Broadcasting (FLB) In Clustered Mobile Ad Hoc Networks, International Journal of Computer Science Issues (IJCSI - impact factor: 0.242), vol. 9, no. 1, January 2012
- Paramartha Dutta, Anuradha Banerjee, Fuzzy –controlled Power-aware Multicast Routing (FPMR) For Mobile Ad Hoc Networks, Procedia Technology (Elsevier), vol. 4, pp-38-49, 2012
- Anuradha Banerjee, Fuzzy-controlled Intelligent Multicast Routing (FIMR) Protocol For Mobile Ad Hoc Networks, Advanced Science Letters (impact factor: 1.253) vol.19 no. 1, pp.42-47, 2013
- Anuradha Banerjee, Subhankar Ghosh, Paramartha Dutta, Experience Based Energy efficient Reactive Routing Protocol (EXERP) for Mobile Ad-hoc Networks, Arabian Journal of Science and Engineering (Springer), vol. 39 no. 2, 2013
- Anuradha Banerjee, Paramartha Dutta, Alternative Node Based Energy Depletion and Expected Residual Lifetime Balancing Method For Mobile Ad Hoc Networks, International Journal of Advanced Networking and Applications, vol. 5 no. 2, pp. 1886-1892, 2014
- Anuradha Banerjee, Paramartha Dutta, Delay-efficient, Energy and Velocity-conscious Non-preemptive Scheduler for Mobile Ad Hoc Networks, International Journal of Advanced Networking and Applications, vol. 5 no. 4, pp. 2002-2010, 2014
- Anuradha Banerjee, Cost Effective Route Discovery (CERD) For Mobile Ad Hoc Networks, International Journal of Advance Research in Science and Engineering, Vol. 04, Issue 01, march 2015
- Anuradha Banerjee, FESA: Fuzzy-controlled Energy-efficient Selective Allocation and Reallocation of Tasks Among mobile Robots, International Journal of Advance Research in Science and Engineering, Vol. 04, Issue 01, march 2015
- Anuradha Banerjee, Fuzzy-controlled Rebroadcasting Based on 2-hop Downlink Neighborhood Information (FR-2N) In Mobile Ad hoc Networks, International Journal of Applied Engineering Research (Scopus), vol. 10 no. 81, pp. 114-120 2015
- Anuradha Banerjee, Paramartha Dutta, Cost-Effective routing Protocols Based on 2-hop Neighborhood Information (2NI) in Mobile Ad Hoc Networks, International Journal of Applied Networking and Applications, vol. 7 issue 3, pp. 2771-2778, 2015
- Anuradha Banerjee, Paramartha Dutta Abu Sufian: “Fuzzy Controlled Scheduling on Real Time Data Packet (FSRP) in Mobile Ad-hoc Network”, International Journal of Computer Science and Mobile Computing, Vol. 5, Issue. 5, pg- 507-5013, May-2016
- A. Sufian, A. Banerjee, P. Dutta, “Survey of Various Real time and Non Real time Scheduling algorithms in Mobile Ad-hoc Networks” International Conference on Industry Interactive Innovations in Science, Engineering and Technology (I3SET-2K16), Proceedings published in Springer series of Lecture Notes in Networks and Systems (LNNS)
- Abu Sufian, Anuradha Banerjee and Paramartha Dutta: “Fuzzy-controlled Scheduling of Route-Request Packets (FSRR) in Mobile Ad Hoc Networks”, Indian Journal of Science and Technology, Vol 9(43), DOI: 10.17485/ijst/2016/v9i43/104384, November 2016
- Anuradha Banerjee, Paramartha Dutta and Abu Sufian: “Fuzzy Route Switching for Energy Preservation (FEP) in Ad Hoc Networks”, Indian Journal of Science and Technology, Vol 9(43), DOI: 10.17485/ijst/2016/v9i43/104383, November 2016.
- Anuradha Banerjee, Paramartha Dutta and Abu Sufian: “EMR-PL: Energy-efficient multipath routing based on link life prediction in ad hoc networks”, Journal of Information and optimization Science (Taylor and Francis), vol. 39, issue 1, 2018
- Anuradha Banerjee, Shirshadipta Chowdhury, “Expected Residual lifetime based Ad Hoc On-demand Multipath Routing Protocol (ERL-AOMDV) In Mobile Ad Hoc Networks”, accepted for publication in International Journal of Information Technology (Springer), 2018
- Anuradha Banerjee, D.M. Akbar Hussain, SD-EAR: Energy Aware Routing in Software Defined Networks, Applied Sciences (SCI Indexed, Impact factor: 1.627), Vol 8(7), 2018
- Anuradha Banerjee, Paramartha Dutta, Abu Sufian, Movement Guided Management of Topology (MGMT) With Balanced Load In Mobile Ad Hoc Networks, accepted for publication in International Journal of Information Technology (Springer), 2018
- Anuradha Banerjee, Paramartha Dutta, Abu Sufian, Fuzzy Controlled Energy Efficient Single Hop Clustering Scheme (FESC) In Mobile Ad Hoc Networks, accepted for publication in International Journal of Information Technology (Springer), 2018
- Anuradha Banerjee, D.M. Akbar Hussain, “Experience Based Efficient Scheduling Algorithm (EXES) For Serving Requests in Cloud Using SDN Controller”, Accepted in Journal of Intelligent and Fuzzy Systems (SCI Indexed, Impact Factor: 1.412), IOS Press, Netherlands, 2018
- Sufian, A., Banerjee, A. & Dutta, P. “Energy and Velocity Based Tree Multicast Routing in Mobile Ad-Hoc Networks”Wireless Pers Commun (Springer, Impact Factor : 1.612 ) (2019). https://doi.org/10.1007/s11277-019-06378-y
- A. Banerjee, A. Sufian, Smart-Green-Mult (SGM): overhear from topological kingpins in software defined wireless sensor networks, Journal of Ambient Intelligence and Humanized Computing (SCI indexed, impact factor: 4.594), May 2020.
- Muhammad Alyas, Shahid, Aisha Azeem, “Disseminating Traffic Information in Vehicular Networks “,International Journal of Advanced Networking and Applications (IJANA), ISSN: 0975-0290, EISSN: 0975-0282.
- Mussarat Yasmin, Muhammad Sharif, Muhammad Alyas Shahid, “Content Based Image Retrieval Based on Color: A Survey “,International Journal of Advanced Networking and Applications (IJANA), ISSN: 0975-0290, EISSN: 0975-0282.
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