Modeling intrusion detection in mobile ad hoc networks as a non cooperative game

Paramasiva, B.; Pitchai, K. Mohaideen

doi:10.1109/icprime.2013.6496490

Cited by 8 publications

(6 citation statements)

References 15 publications

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“…The system model incorporated a novel intrusion detection mechanism where actions between a pair of the attacker and regular nodes are considered as a noncooperative and non-zero game. Authors in [14] also proposed a similar approach to defend against maximum possible lethal security threats in MANET. The study of authors in [15] also directed their research towards cross-layer optimization.…”

Section: A Evolutionary Game Theoretical Conceptmentioning

confidence: 99%

A Game Theory-Based Strategic Approach to Ensure Reliable Data Transmission With Optimized Network Operations in Futuristic Mobile Adhoc Networks

et al. 2020

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The Mobile Ad-Hoc Network (MANET) incorporates a collaborative networking scenario, where dynamic host movement results in frequent topology changes. In MANET, nodes cooperate during route establishment, and the data packet must travel from source to destination through multi-hop intermediate links. The nodes in a MANET can be localized in a restricted zone, where manual intervention to setup fixed infrastructural support is practically infeasible. However, cooperative packet forwarding and data transmission is quite a common scenario in the context of MANET. Still, due to dynamic topological changes, weak, intermittent links appear within one-hop communication. This leads to a higher possibility of packet drop events and also increases the retransmission scenario, which affects the energy performance of the network. Addressing this issue, the study models a novel and intelligent packet forwarding approach based on the game theory, where trust evaluation in terms of node reputation factor also plays a very vital role. The approach also enforces an incentive modelling to stimulate the cooperation between mobile nodes during the MANET routing scenario. The system is designed and developed with evolutionary game perspectives to meet the Quality of Services (QoS) requirements. The experimental analysis supports the proposed modelling design aspects. Also, it exhibits that the reputation and trust-based game increases the utility of packet-forwarding strategy with high throughput and negligible network overhead.

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Section: A Evolutionary Game Theoretical Conceptmentioning

confidence: 99%

A Game Theory-Based Strategic Approach to Ensure Reliable Data Transmission With Optimized Network Operations in Futuristic Mobile Adhoc Networks

et al. 2020

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“…Such a selfish user may cooperate in their own interest to improve their performance and try to launch the SSNC attack. Several game theoretic solutions have been previously proposed for adhoc network (Buttyan and Hubaux, 2000;Paramasiva and Pitchai, 2013;Poongothai and Jayarajan, 2008;Wei and Liu, 2007;Zhong et al, 2003) and few game theory based solutions for non-cooperative SUs have been proposed in CRNs (Hongjoun et al, 2013;Kondareddy et al, 2011;Shui et al, 2012;Song and Zhang, 2009;Wang et al, 2010;Wei et al, 2012). Game theory serves as a proper tool that can analyse situations involving conflicting interests among different opposing users.…”

Section: Related Workmentioning

confidence: 99%

Modelling and Mitigating Spectrum Sensing Non-cooperation Attack in Cognitive Radio Network

Rajkumari

Marchang

2016

IJAHUC

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Collaborative spectrum sensing (CSS) is known to improve spectrum sensing performance in Cognitive Radio Network. In CSS, secondary users participate by sharing their local sensing results. They participate in the sensing process at their own cost, i.e., they expend some amount of energy and time for sensing and sharing. But, a selfish user may refrain from collaborating in the spectrum sensing process in order to save up energy, which results in improper sensing. While this problem is widely known, we call this as the spectrum sensing non-cooperation (SSNC) attack for easy reference. In this paper, a collective action prisoner's dilemma game is used to model the SSNC attack. To handle this attack, repeated game punishment mechanisms, namely Tit-for-Tat and Grim strategies are used. In addition, modified Tit-for-Tat and modified Grim strategies are proposed to handle this attack in the presence of reporting channel error.

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“…A cooperative game is played between nodes who have mutual relationship with each other while the noncooperative game is played between nodes that do not seem to coexist mutually. There have been several efforts on using noncooperative games to model security in wireless networks [9][10][11][12]. To the best of our knowledge, little work has been done in using cooperative or coalitional games to ensure security in MANETs.…”

Section: Introductionmentioning

confidence: 99%

“…9) end if (10) if refuses to share its transmission rate then (11) compute reputation value according to (12) , update its reputation accordingly. We define a good behavior as the timely broadcast of transmission rate and misbehavior as refusal to broadcast transmission rate at any time slot.…”

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confidence: 99%

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Detecting and Mitigating Smart Insider Jamming Attacks in MANETs Using Reputation-Based Coalition Game

Sharah

Oyedare

Shetty

2016

Journal of Computer Networks and Communications

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Security in mobile ad hoc networks (MANETs) is challenging due to the ability of adversaries to gather necessary intelligence to launch insider jamming attacks. The solutions to prevent external attacks on MANET are not applicable for defense against insider jamming attacks. There is a need for a formal framework to characterize the information required by adversaries to launch insider jamming attacks. In this paper, we propose a novel reputation-based coalition game in MANETs to detect and mitigate insider jamming attacks. Since there is no centralized controller in MANETs, the nodes rely heavily on availability of transmission rates and a reputation for each individual node in the coalition to detect the presence of internal jamming node. The nodes will form a stable grand coalition in order to make a strategic security defense decision, maintain the grand coalition based on node reputation, and exclude any malicious node based on reputation value. Simulation results show that our approach provides a framework to quantify information needed by adversaries to launch insider attacks. The proposed approach will improve MANET’s defense against insider attacks, while also reducing incorrect classification of legitimate nodes as jammers.

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Modeling intrusion detection in mobile ad hoc networks as a non cooperative game

Cited by 8 publications

References 15 publications

A Game Theory-Based Strategic Approach to Ensure Reliable Data Transmission With Optimized Network Operations in Futuristic Mobile Adhoc Networks

A Game Theory-Based Strategic Approach to Ensure Reliable Data Transmission With Optimized Network Operations in Futuristic Mobile Adhoc Networks

Modelling and Mitigating Spectrum Sensing Non-cooperation Attack in Cognitive Radio Network

Detecting and Mitigating Smart Insider Jamming Attacks in MANETs Using Reputation-Based Coalition Game

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