Model of Interaction of Mobile Ad Hoc Network Nodes Taking into Account Protection against Active Network Attacks

IF 0.5 Q4 AUTOMATION & CONTROL SYSTEMS
M. A. Pakhomov
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引用次数: 0

Abstract

The features of mobile ad hoc networks are examined. The models of node interaction in these networks are analyzed, taking into account protection against network attacks, and their advantages and disadvantages are identified. A model of node interaction in a mobile ad hoc network is proposed, taking into account protection against active network attacks based on early attack detection. Early detection of network attacks is achieved by predicting the network parameters and further analyzing them using machine learning methods. A trust model is also used to exclude malicious nodes from the network.

Abstract Image

考虑主动网络攻击保护的移动Ad Hoc网络节点交互模型
研究了移动自组织网络的特点。分析了这些网络中的节点交互模型,并考虑了对网络攻击的防护,识别了它们的优缺点。提出了一种基于早期攻击检测的移动自组网节点交互模型,该模型考虑了对主动网络攻击的防护。通过预测网络参数并使用机器学习方法进一步分析它们,可以实现网络攻击的早期检测。信任模型还用于排除网络中的恶意节点。
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来源期刊
AUTOMATIC CONTROL AND COMPUTER SCIENCES
AUTOMATIC CONTROL AND COMPUTER SCIENCES AUTOMATION & CONTROL SYSTEMS-
CiteScore
1.70
自引率
22.20%
发文量
47
期刊介绍: Automatic Control and Computer Sciences is a peer reviewed journal that publishes articles on• Control systems, cyber-physical system, real-time systems, robotics, smart sensors, embedded intelligence • Network information technologies, information security, statistical methods of data processing, distributed artificial intelligence, complex systems modeling, knowledge representation, processing and management • Signal and image processing, machine learning, machine perception, computer vision
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