A Game Theoretical Approach for Efficient Deployment of Intrusion Detection System in Mobile Ad Hoc Networks

Hiremath, P. S.; Pujari, Jagadeesh

doi:10.1109/adcom.2007.58

Cited by 81 publications

(8 citation statements)

References 5 publications

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“…These address different challenges including secure routing and packet forwarding [13,27,[29][30][31], trust establishment [15,27], intrusion detection [15,21,23,24,26], and optimization of energy costs [17][18][19]22].…”

Section: Related Workmentioning

confidence: 99%

“…They proposed to use the equilibrium monitoring strategies to operate between a lightweight IDS and a heavyweight IDS. In [19], Marchang et al proposed a game-theoretic model of IDS for MANETs. They have used game theory to model the interactions between the IDS and the attacker to determine whether it is essential to always keep the IDS running without impacting its effectiveness in a negative manner.…”

Section: Related Workmentioning

confidence: 99%

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Secure Message Delivery Games for Device-to-Device Communications

Panaousis

Alpcan

Fereidooni

et al. 2014

Lecture Notes in Computer Science

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Abstract. Device-to-Device (D2D) communication is expected to be a key feature supported by next generation cellular networks. D2D can extend the cellular coverage allowing users to communicate when telecommunications infrastructure are highly congested or absent. In D2D networks, any message delivery from a source to a destination relies exclusively on intermediate devices. Each device can run different kinds of mobile security software, which offer protection against viruses and other harmful programs by using real-time scanning in every file entering the device. In this paper, we investigate the best D2D network path to deliver a potentially malicious message from a source to a destination. Although our primary objective is to increase security, we also investigate the contribution of energy costs and quality-of-service to the path selection. To this end, we propose the Secure Message Delivery (SMD) protocol, whose main functionality is determined by the solution of the Secure Message Delivery Game (SMDG). This game is played between the defender (i.e., the D2D network) which abstracts all legitimate network devices and the attacker which abstracts any adversary that can inject different malicious messages into the D2D network in order, for instance, to infect a device with malware. Simulation results demonstrate the degree of improvement that SMD introduces as opposed to a shortest path routing protocol. This improvement has been measured in terms of the defender's expected cost as defined in SMDGs. This cost includes security expected damages, energy consumption incurred due to messages inspection, and the quality-of-service of the D2D message communications.

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Section: Related Workmentioning

confidence: 99%

Section: Related Workmentioning

confidence: 99%

Secure Message Delivery Games for Device-to-Device Communications

Panaousis

Alpcan

Fereidooni

et al. 2014

Lecture Notes in Computer Science

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“…Marchang and Tripathi proposed a model based on game theory for the effective deployment of intrusion detection mechanism in MANETs. The model is based on two‐player non‐cooperative zero‐sum game theory.…”

Section: Intrusion Detection Techniquesmentioning

confidence: 99%

“…It is very difficult to adopt the game theory‐based IDSs for MANET environment, as game theory suffers from computation overhead in recalculating the system parameters for dynamically changed environment. The non‐cooperative game theory‐based intrusion detection schemes seem to decrease the performance when the number of nodes is increasing. Bayesian networks‐based IDSs techniques are good in exploiting the correlations and interdependencies between variables and data attributes.…”

Section: Intrusion Detection Techniquesmentioning

confidence: 99%

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

Kumar

Dutta

2016

Security Comm Networks

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In recent years, Mobile Ad hoc NETworks (MANETs) have generated great interest among researchers in the development of theoretical and practical concepts, and their implementation under several computing environments. However, MANETs are highly susceptible to various security attacks due to their inherent characteristics. In order to provide adequate security against multi-level attacks, the researchers are of the opinion that detection-based schemes should be incorporated in addition to traditionally used prevention techniques because prevention-based techniques cannot prevent the attacks from compromised internal nodes. Intrusion detection system is an effective defense mechanism that detects and prevents the security attacks at various levels. This paper tries to provide a structured and comprehensive survey of most prominent intrusion detection techniques of recent past and present for MANETs in accordance with technology layout and detection algorithms. These detection techniques are broadly classified into nine categories based on their primary detection engine/(s). Further, an attempt has been made to compare different intrusion detection techniques with their operational strengths and limitations. Finally, the paper concludes with a number of future research directions in the design and implementation of intrusion detection systems for MANETs.

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“…In their models, each player's optimal strategy depends only on the payoff function of the opponent and the game is assumed to have complete information. [9][10][11] have given the similar model, but the game is assumed to have incomplete information.…”

Section: Related Workmentioning

confidence: 99%

Using Bayesian Game Model for Intrusion Detection in Wireless Ad Hoc Networks

Hua¹,

Sun

2010

IJCNS

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Wireless ad ho network is becoming a new research fronter, in which security is an important issue. Usually some nodes act maliciously and they are able to do different kinds of Denial of Service (Dos). Because of the limited resource, intrusion detection system (IDS) runs all the time to detect intrusion of the attacker which is a costly overhead. In our model, we use game theory to model the interactions between the intrusion detection system and the attacker, and a realistic model is given by using Bayesian game. We solve the game by finding the Bayesian Nash equilibrium. The results of our analysis show that the IDS could work intermittently without compromising on its effectiveness. At the end of this paper, we provide an experiment to verify the rationality and effectiveness of the proposed model

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A Game Theoretical Approach for Efficient Deployment of Intrusion Detection System in Mobile Ad Hoc Networks

Cited by 81 publications

References 5 publications

Secure Message Delivery Games for Device-to-Device Communications

Secure Message Delivery Games for Device-to-Device Communications

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

Using Bayesian Game Model for Intrusion Detection in Wireless Ad Hoc Networks

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