基于Agent算法的天坑攻击检测与防御

Ashwini V. Jatti, V. K. Sonti
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引用次数: 1

摘要

研究了基于agent的天坑攻击检测与防御算法。在该算法中,agent通过三步协商将可靠邻居的信息提供给所有节点,避免了节点对天坑攻击者的流量无法关注。在这项工作中,我们考虑了500×500 m2平方面积的网络规模。每个实验都进行了一系列的仿真。每次模拟运行被安排为工作10分钟。利用网络仿真软件,从吞吐量、数据包传送比、抖动、数据包传送延迟、数据包接收、数据包丢失等方面对网络性能进行评估。网络仿真结果表明,该算法的吞吐量提高了15 ~ 20%,数据包发送率提高了30 ~ 40%,抖动降低了10 ~ 15%,数据包发送延迟降低了15 ~ 20%,接收到的数据包增加了15 ~ 20%,丢失的数据包数量减少了5 ~ 15%。仿真结果表明,该算法提高了吞吐量、数据包发送率和数据包接收量。然而,观察到抖动、数据包发送延迟和数据包丢失都有所减少。
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Sinkhole Attack Detection and Prevention using Agent Based Algorithm
This study presents sinkhole attack detection and prevention using agent-based algorithm. In this algorithm, agents are used to provide information to all node from its reliable neighbors by negotiation in three steps, thus nodes may not be able to pay the attention to the traffic made by sinkhole attacker. In this work, network scale of 500×500 m2 square areas have been considered. Series of simulation are carried in each experiment. Every simulation run is being organized to work for 10mins. Network performance is evaluated in terms of throughput, packet delivery ratio, jitter, delay in packets delivery, data packets received, data packets drop using network simulations software. Network simulation results depicts that in proposed algorithm, throughput increases by 15 to 20 percent, packet delivery ratio increases by 30 to 40%, decrease in the jitter by 10 to 15 %, delay in packets delivery is decreased by 15 to 20 %, data packets received are increased by 15 to 20 % and number of the data packets drop are decreased by 5 to 15 %. Based on simulation results throughput, packet delivery ratio and data packets received increased in proposed agent-based algorithm. However, it is observed that, jitter, delay in packets delivery and data packets drop were decreased.
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