An intelligent network algorithm for enhanced security in a mobile ad hoc network. (2017)

• Record Type: Journal Article
• Authors: Roopa, M.; Raja, S. Selvakumar
• Is Part Of: International journal of networking and virtual organisations. Volume 17:Number 2/3(2017)
• Page Start: 126
• Page End: 136
• Publication Date: 2017
• Subjects: mobile ad hoc network -- MANET -- intrusion detection system -- IDS -- neural networks; Computer networks -- Periodicals; Information networks -- Periodicals; Virtual corporations -- Periodicals; Electronic commerce -- Periodicals; Management information systems -- Periodicals; Management -- Data processing -- Periodicals; 004.65
• Languages: English
• ISSNs: 1470-9503

Abstract

A mobile ad hoc network (MANET) is a distributed system with randomly moving nodes. The dynamic changing topology of MANET makes it more vulnerable to different security attacks. An intrusion detection system (IDS) is used to provide a security layer to protect the networks from various attacks. In this paper, we present the impact of neural-based IDS in detecting a black hole and identify the multi layer perceptron (MLP) as an effective network for providing higher security and accuracy.