Intrusion detection in mobile ad hoc networks: techniques, systems, and future challenges

S Kumar, K Dutta - Security and Communication Networks, 2016 - Wiley Online Library
Abstract In recent years, Mobile Ad hoc NETworks (MANETs) have generated great interest
among researchers in the development of theoretical and practical concepts, and their …

A machine learning based intrusion detection system for mobile Internet of Things

A Amouri, VT Alaparthy, SD Morgera - Sensors, 2020 - mdpi.com
Intrusion detection systems plays a pivotal role in detecting malicious activities that
denigrate the performance of the network. Mobile adhoc networks (MANETs) and wireless …

Classifier ensembles: Select real-world applications

NC Oza, K Tumer - Information fusion, 2008 - Elsevier
Broad classes of statistical classification algorithms have been developed and applied
successfully to a wide range of real-world domains. In general, ensuring that the particular …

A review of machine learning solutions to denial-of-services attacks in wireless sensor networks

S Gunduz, B Arslan, M Demirci - 2015 IEEE 14th International …, 2015 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) are used in various fields where remote data collection is
necessary, such as environment and habitat monitoring, military applications, smart homes …

A distributed intrusion detection system for resource-constrained devices in ad-hoc networks

AP Lauf, RA Peters, WH Robinson - Ad Hoc Networks, 2010 - Elsevier
This paper describes the design and implementation of a two-stage intrusion detection
system (IDS) for use with mobile ad-hoc networks. Our anomaly-based intrusion detection is …

Ensemble methods for anomaly detection and distributed intrusion detection in mobile ad-hoc networks

JBD Cabrera, C Gutiérrez, RK Mehra - Information fusion, 2008 - Elsevier
This paper examines the problem of distributed intrusion detection in Mobile Ad-Hoc
Networks (MANETs), utilizing ensemble methods. A three-level hierarchical system for data …

A cross-layer, anomaly-based IDS for WSN and MANET

A Amouri, S D. Morgera, M A. Bencherif, R Manthena - Sensors, 2018 - mdpi.com
Intrusion detection system (IDS) design for mobile adhoc networks (MANET) is a crucial
component for maintaining the integrity of the network. The need for rapid deployment of IDS …

Cooperative black hole attack prevention for mobile ad hoc networks

Z Min, Z Jiliu - 2009 International Symposium on Information …, 2009 - ieeexplore.ieee.org
The black hole attack is one of the security attacks that occur in mobile ad hoc networks
(MANETs). In this article, the routing security issues and the problem of coordinated attack …

A review of blackhole attack in mobile adhoc network

S Mandala, AH Abdullah, AS Ismail… - 2013 3rd …, 2013 - ieeexplore.ieee.org
Mobile ad hoc network (MANET) is used in a wide range of application from civilian usage to
military battlefield communications. Using multi-hop communication model, a source node …

Performance analysis of hierarchical group key management integrated with adaptive intrusion detection in mobile ad hoc networks

JH Cho, R Chen - Performance Evaluation, 2011 - Elsevier
We develop a mathematical model to quantitatively analyze a scalable region-based
hierarchical group key management protocol integrated with intrusion detection to deal with …