Trusted checkpointing based on ant colony optimization in MANET

S. Biswas, P. Dey, S. Neogy
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引用次数: 11

Abstract

Mobile ad hoc network (MANET) is a collection of mobile nodes dynamically forming a temporary network without a centralized administration. Failure rate and security attack rate of processes running on mobile hosts in MANET is high due to its characteristics such as open network environment, dynamic topology due to random node movement, lack of centralized control, fixed infrastructure, stable storage etc. Existing secure checkpointing algorithm using cryptography to provide fault tolerance in failure and security attack prone mobile cellular network cannot be applied in MANET due to enhanced overhead. As an alternative solution, we have designed an ant colony based trust model to evaluate trust value of a mobile node in MANET. A trusted node, that will never be a malicious or selfish node, has low or negligible failure and security attack rate, high available battery power which indicates high availability in the network and high positive reference from other nodes. So checkpoint is secure in a trusted mobile node without additional overheads of cryptography. Experimental result shows that using proposed mobility and trust model based checkpointing and rollback recovery technique, maximum recovery probability of 0.93 can be achieved.
基于蚁群优化的自组网可信检查点
移动自组织网络(MANET)是一种由移动节点动态组成的临时网络,无需集中管理。由于网络环境开放、节点移动随机导致的动态拓扑、缺乏集中控制、基础设施固定、存储稳定等特点,在移动主机上运行的进程故障率和安全攻击率较高。现有的安全检查点算法利用加密技术在易发生故障和安全攻击的移动蜂窝网络中提供容错能力,由于其开销增加而无法应用于MANET。作为一种替代方案,我们设计了一个基于蚁群的信任模型来评估MANET中移动节点的信任值。可信节点永远不会是恶意或自私的节点,其故障和安全攻击率低或可以忽略不计,可用电池电量高,表明网络的高可用性和其他节点的高正向引用。因此检查点在可信的移动节点中是安全的,没有额外的加密开销。实验结果表明,采用基于可移动性和信任模型的检查点和回滚恢复技术,可以实现最大0.93的恢复概率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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