Intrusion detection in Mobile Ad-hoc Networks: Bayesian game formulation
Present Intrusion Detection Systems (IDSs) for MANETs require continuous monitoring which leads to rapid depletion of a node's battery life. To address this issue, we propose a new IDS scheme comprising a novel cluster leader election process and a hybrid IDS. The cluster leader election proces...
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doaj-a375ce23700e408aa8520b1533282f1f2020-11-24T22:25:17ZengElsevierEngineering Science and Technology, an International Journal2215-09862016-06-0119278279910.1016/j.jestch.2015.11.001Intrusion detection in Mobile Ad-hoc Networks: Bayesian game formulationBasant SubbaSantosh BiswasSushanta KarmakarPresent Intrusion Detection Systems (IDSs) for MANETs require continuous monitoring which leads to rapid depletion of a node's battery life. To address this issue, we propose a new IDS scheme comprising a novel cluster leader election process and a hybrid IDS. The cluster leader election process uses the Vickrey–Clarke–Groves mechanism to elect the cluster leader which provides the intrusion detection service. The hybrid IDS comprises a threshold based lightweight module and a powerful anomaly based heavyweight module. Initially, only the lightweight module is activated. The decision to activate the heavyweight module is taken by modeling the intrusion detection process as an incomplete information non-cooperative game between the elected leader node and the potential malicious node. Simulation results show that the proposed scheme significantly reduces the IDS traffic and overall power consumption in addition to maintaining a high detection rate and accuracy.http://www.sciencedirect.com/science/article/pii/S2215098615001639Mobile Ad-hoc Network (MANET)Intrusion detection system (IDS)Game theoryBayesian Nash equilibrium |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Basant Subba Santosh Biswas Sushanta Karmakar |
spellingShingle |
Basant Subba Santosh Biswas Sushanta Karmakar Intrusion detection in Mobile Ad-hoc Networks: Bayesian game formulation Engineering Science and Technology, an International Journal Mobile Ad-hoc Network (MANET) Intrusion detection system (IDS) Game theory Bayesian Nash equilibrium |
author_facet |
Basant Subba Santosh Biswas Sushanta Karmakar |
author_sort |
Basant Subba |
title |
Intrusion detection in Mobile Ad-hoc Networks: Bayesian game formulation |
title_short |
Intrusion detection in Mobile Ad-hoc Networks: Bayesian game formulation |
title_full |
Intrusion detection in Mobile Ad-hoc Networks: Bayesian game formulation |
title_fullStr |
Intrusion detection in Mobile Ad-hoc Networks: Bayesian game formulation |
title_full_unstemmed |
Intrusion detection in Mobile Ad-hoc Networks: Bayesian game formulation |
title_sort |
intrusion detection in mobile ad-hoc networks: bayesian game formulation |
publisher |
Elsevier |
series |
Engineering Science and Technology, an International Journal |
issn |
2215-0986 |
publishDate |
2016-06-01 |
description |
Present Intrusion Detection Systems (IDSs) for MANETs require continuous monitoring which leads to rapid depletion of a node's battery life. To address this issue, we propose a new IDS scheme comprising a novel cluster leader election process and a hybrid IDS. The cluster leader election process uses the Vickrey–Clarke–Groves mechanism to elect the cluster leader which provides the intrusion detection service. The hybrid IDS comprises a threshold based lightweight module and a powerful anomaly based heavyweight module. Initially, only the lightweight module is activated. The decision to activate the heavyweight module is taken by modeling the intrusion detection process as an incomplete information non-cooperative game between the elected leader node and the potential malicious node. Simulation results show that the proposed scheme significantly reduces the IDS traffic and overall power consumption in addition to maintaining a high detection rate and accuracy. |
topic |
Mobile Ad-hoc Network (MANET) Intrusion detection system (IDS) Game theory Bayesian Nash equilibrium |
url |
http://www.sciencedirect.com/science/article/pii/S2215098615001639 |
work_keys_str_mv |
AT basantsubba intrusiondetectioninmobileadhocnetworksbayesiangameformulation AT santoshbiswas intrusiondetectioninmobileadhocnetworksbayesiangameformulation AT sushantakarmakar intrusiondetectioninmobileadhocnetworksbayesiangameformulation |
_version_ |
1725758403545923584 |