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DOI: 10.1371/journal.pone.0120715
论文题名:
Securing Mobile Ad Hoc Networks Using Danger Theory-Based Artificial Immune Algorithm
作者: Maha Abdelhaq; Raed Alsaqour; Shawkat Abdelhaq
刊名: PLOS ONE
ISSN: 1932-6203
出版年: 2015
发表日期: 2015-5-6
卷: 10, 期:5
语种: 英语
英文关键词: Signal processing ; Dendritic cells ; Stress signaling cascade ; Antigen-presenting cells ; Flooding ; Algorithms ; Inflammation ; Immune system
英文摘要: A mobile ad hoc network (MANET) is a set of mobile, decentralized, and self-organizing nodes that are used in special cases, such as in the military. MANET properties render the environment of this network vulnerable to different types of attacks, including black hole, wormhole and flooding-based attacks. Flooding-based attacks are one of the most dangerous attacks that aim to consume all network resources and thus paralyze the functionality of the whole network. Therefore, the objective of this paper is to investigate the capability of a danger theory-based artificial immune algorithm called the mobile dendritic cell algorithm (MDCA) to detect flooding-based attacks in MANETs. The MDCA applies the dendritic cell algorithm (DCA) to secure the MANET with additional improvements. The MDCA is tested and validated using Qualnet v7.1 simulation tool. This work also introduces a new simulation module for a flooding attack called the resource consumption attack (RCA) using Qualnet v7.1. The results highlight the high efficiency of the MDCA in detecting RCAs in MANETs.
URL: http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0120715&type=printable
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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/21588
Appears in Collections:过去全球变化的重建
影响、适应和脆弱性
科学计划与规划
气候变化与战略
全球变化的国际研究计划
气候减缓与适应
气候变化事实与影响

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作者单位: School of Computer Science, Faculty of Information Science and Technology, University Kebangsaan Malaysia (UKM), 43600, Bangi, Selangor, Malaysia;School of Computer Science, Faculty of Information Science and Technology, University Kebangsaan Malaysia (UKM), 43600, Bangi, Selangor, Malaysia;Business Administration Faculty, Indiana Wesleyan University, 4201 S. Washington St, Marion, Indiana 46953, United States of America

Recommended Citation:
Maha Abdelhaq,Raed Alsaqour,Shawkat Abdelhaq. Securing Mobile Ad Hoc Networks Using Danger Theory-Based Artificial Immune Algorithm[J]. PLOS ONE,2015-01-01,10(5)
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