A Simple and Cost-Effective Anomaly Detection Paradigm on the Basis of Computational Intelligence for Mobile Ad-Hoc Networks from a Security Viewpoint

2019 ◽  
pp. 78-86
Author(s):  
K. Pradeep Kumar ◽  
B. R. Prasad Babu
Keyword(s):  
Anomaly Detection ◽  
Ad Hoc Networks ◽  
Mobile Ad Hoc Networks ◽  
Computational Intelligence ◽  
Ad Hoc ◽  
Cost Effective ◽  
Mobile Ad Hoc ◽  
Hoc Networks

scholarly journals A Novel Anomaly Behavior Detection Scheme for Mobile Ad Hoc Networks

Electronics ◽  
2021 ◽  
Vol 10 (14) ◽  
pp. 1635
Author(s):  
Neeraj Chugh ◽  
Geetam Singh Tomar ◽  
Robin Singh Bhadoria ◽  
Neetesh Saxena
Keyword(s):  
Anomaly Detection ◽  
Ad Hoc Networks ◽  
Mobile Ad Hoc Networks ◽  
Network Performance ◽  
Ad Hoc ◽  
Abnormal Behavior ◽  
Energy Awareness ◽  
Behavior Detection ◽  
Mobile Ad Hoc ◽  
Hoc Networks

To sustain the security services in a Mobile Ad Hoc Networks (MANET), applications in terms of confidentially, authentication, integrity, authorization, key management, and abnormal behavior detection/anomaly detection are significant. The implementation of a sophisticated security mechanism requires a large number of network resources that degrade network performance. In addition, routing protocols designed for MANETs should be energy efficient in order to maximize network performance. In line with this view, this work proposes a new hybrid method called the data-driven zone-based routing protocol (DD-ZRP) for resource-constrained MANETs that incorporate anomaly detection schemes for security and energy awareness using Network Simulator 3. Most of the existing schemes use constant threshold values, which leads to false positive issues in the network. DD-ZRP uses a dynamic threshold to detect anomalies in MANETs. The simulation results show an improved detection ratio and performance for DD-ZRP over existing schemes; the method is substantially better than the prevailing protocols with respect to anomaly detection for security enhancement, energy efficiency, and optimization of available resources.

Energy-aware and self-adaptive anomaly detection scheme based on network tomography in mobile ad hoc networks

2013 ◽  
Vol 220 ◽  
pp. 580-602 ◽  
Author(s):  
Wei Wang ◽  
Huiran Wang ◽  
Beizhan Wang ◽  
Yaping Wang ◽  
Jiajun Wang
Keyword(s):  
Anomaly Detection ◽  
Ad Hoc Networks ◽  
Mobile Ad Hoc Networks ◽  
Ad Hoc ◽  
Network Tomography ◽  
Energy Aware ◽  
Detection Scheme ◽  
Mobile Ad Hoc ◽  
Hoc Networks ◽  
Self Adaptive

A Dynamic Anomaly Detection Scheme for AODV-Based Mobile Ad Hoc Networks

2009 ◽  
Vol 58 (5) ◽  
pp. 2471-2481 ◽  
Author(s):  
H. Nakayama ◽  
S. Kurosawa ◽  
A. Jamalipour ◽  
Y. Nemoto ◽  
N. Kato
Keyword(s):  
Anomaly Detection ◽  
Ad Hoc Networks ◽  
Mobile Ad Hoc Networks ◽  
Ad Hoc ◽  
Detection Scheme ◽  
Mobile Ad Hoc ◽  
Hoc Networks
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