Improving reliability in MAS by rule-based logic and cryptographic techniques

P. Mishra, Raghuraj Singh, Vibhash Yadav
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Abstract

Mobile agent (MA) is a composition of software paradigm, having the capability to move from one host to another across dynamic network environment and execute task assigned by its user. Reliability is one of the most important issues in mobile agent-based system (MAS) which was addressed by many researchers. In this paper, we enhance the reliability in MAS with the support of intrusion detection system (IDS) and effective routing. Routing is an important process to find optimal path which improves network throughput and reliability. Collision-free (CF) – network graph exploration method is designed for identifying optimal path for MAs. Security is a crucial aspect due to various malicious node activities and must be considered while estimating reliability. In our process, HMAC-SHA1 algorithm is performed for detecting malicious agent and rule-based logic (RBL) is designed to identify malicious host. Further, we calculate reliability of MAS with respect to status of network and its condition which includes link connectivity and malicious node probability. Finally, we are simulating our performance by using various factors such as size of MAS, malicious ratio and number of mobile agents in MAS, etc. These factors are significant to show improved reliability of our proposed system.
利用基于规则的逻辑和密码技术提高MAS的可靠性
移动代理(MA)是一种软件范式的组合,具有跨动态网络环境从一台主机移动到另一台主机并执行其用户分配的任务的能力。可靠性是移动智能体系统(MAS)中最重要的问题之一,受到了众多研究者的关注。本文在入侵检测系统(IDS)和有效路由的支持下,提高了MAS的可靠性。路由是寻找最优路径的重要过程,可以提高网络的吞吐量和可靠性。设计了一种无碰撞网络图探索方法来识别MAs的最优路径。由于各种恶意节点活动,安全性是一个至关重要的方面,在评估可靠性时必须考虑安全性。在我们的过程中,使用HMAC-SHA1算法检测恶意代理,并设计基于规则的逻辑(RBL)来识别恶意主机。进一步,我们计算了MAS的可靠性,考虑了网络状态及其条件,包括链路连通性和恶意节点概率。最后,我们通过使用MAS的大小、恶意比率和MAS中的移动代理数量等各种因素来模拟我们的性能。这些因素对我们提出的系统的可靠性的提高具有重要意义。
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