A Novel Technique to Detect Malicious Packet Dropping Attacks in Wireless Sensor Networks
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The nature of wireless transmission has made wireless sensor networks defenseless against various attacks. Thispaper presents warning message counter method (WMC) to detect blackhole attack, grayhole attack andsinkhole attack in wireless sensor networks. The objective of these attackers are, to draw the nearby networktraffic by false routing information and disrupt the network operation through dropping all the received packets(blackhole attack), selectively dropping the received packets (grayhole and sinkhole attack) and modifying thecontent of the packet (sinkhole attack). We have also attempted light weighted symmetric key cryptography tofind data modification by the sinkhole node. Simulation results shows that, WMC detects sinkhole attack,blackhole attack and grayhole attack with less false positive 8% and less false negative 6%.
Abstract
The nature of wireless transmission has made wireless sensor networks defenseless against various attacks. Thispaper presents warning message counter method (WMC) to detect blackhole attack, grayhole attack andsinkhole attack in wireless sensor networks. The objective of these attackers are, to draw the nearby networktraffic by false routing information and disrupt the network operation through dropping all the received packets(blackhole attack), selectively dropping the received packets (grayhole and sinkhole attack) and modifying thecontent of the packet (sinkhole attack). We have also attempted light weighted symmetric key cryptography tofind data modification by the sinkhole node. Simulation results shows that, WMC detects sinkhole attack,blackhole attack and grayhole attack with less false positive 8% and less false negative 6%.
참고문헌 (19)
- K. Sohraby, "Wireless Sensor Networks: Technology, Protocols, and Applications" (2007), John Wiley & Sons
- R. W. Anwar, "Wireless sensor network performance analysis and effect of blackhole and sinkhole attacks", Jurnal Teknologi (Science & Engineering), 78(4-3), pp.75~81 (2016)
- C. John, "Security analysis of routing protocols for wireless sensor networks", International Journal of Applied Engineering Research, 11(6), pp.4235~4242 (2016)
- H. Shafiei, "Detection and mitigation of sinkhole attacks in wireless sensor networks", Journal of Computer and System Sciences, 80(3), pp.644~653 (2014)
- M. Y. Su, "Prevention of selective black hole attacks on mobile ad hoc networks through intrusion detection systems", Computer Communications, 34(1), pp.107~117 (2011)
- V. Kumar, "An adaptive approach for detection of blackhole attack in mobile Ad hoc network", Procedia Computer Science, 48, pp.472~479 (2015)
- L. Sanchez-Casado, "A model of data forwarding in MANETs for lightweight detection of malicious packet dropping", Computer Networks, 87, pp.44~58 (2015)
- A. Dhaka, "Gray and black hole attack identification using control packets in MANETs", Procedia Computer Science, 54, pp.83~91 (2015)
- M. Mohanapriya, "Modified DSR protocol for detection and removal of selective black hole attack in MANET", Computers & Electrical Engineering, 40(2), pp.530~538 (2004)
- K. Balakrishnan, "TWOACK: preventing selfishness in mobile ad hoc networks", Proceedings of 2005 IEEE Wireless Communications and Networking Conference, pp.2137~2142 (2005)
- K. Liu, "An acknowledgment-based approach for the detection of routing misbehavior in MANETs", IEEE Transactions on Mobile Computing, 6(5), pp.536~550 (2007)
- Vahid Heydari, "Lightweight Acknowledgement-Based Method to Detect Misbehavior in MANETs", KSII Transactions on Internet and Information Systems, 9(12), pp.5150~5169 (2015), 한국인터넷정보학회[DOI]
- N. K. Sreelaja, "Swarm intelligence based approach for sinkhole attack detection in wireless sensor networks", Applied Soft Computing, 19, pp.68~79 (2014)
- R. K. Sundararajan, "Intrusion detection algorithm for mitigating sinkhole attack on LEACH protocol in wireless sensor network", Journal of Sensors, 2015 (2015)
- S. Madria, "SeRWA : a secure routing protocol against wormhole attacks in sensor networks", Ad Hoc Networks, 7(6), pp.1051~1063 (2009)
- Q. Liu, "FADE : forwarding assessment based detection of collaborative grey hole attacks in WMNs", IEEE Transactions on Wireless Communications, 12(10), pp.5124~5137 (2013)
- M. Sathish, "Detection of single and collaborative black hole attack in MANET", Proceedings of International Conference on Wireless Communications, Signal Processing and Networking, pp.2040~2044 (2016)
- "The Network Simulator (NS2)"[URL]
- "MannaSim"[URL]