Comparative study of game theoretic approaches to mitigate network layer attacks in VANETs

Ilavendhan, A.; Saruladha, K.

doi:10.1016/j.icte.2017.12.002

Cited by 21 publications

(12 citation statements)

References 7 publications

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“…Reviewing the past years' researches shows that game theory has been used in a few projects for VANET security . The majority of the works done depend on MANETs.…”

Section: Literature Reviewmentioning

confidence: 99%

“…There exist numerous articles presenting a classification of attacks in VANETs based on the stack of network layers. On the basis of the layer used by attackers, that attack is classified . For instance, the eavesdropping vehicle, by physical and data link layers, can jam the communicating channel through transmitting unimportant messages that congest the traffic and gain high load over that channel.…”

Section: The Proposed Algorithmmentioning

confidence: 99%

“…Reviewing the past years' researches shows that game theory has been used in a few projects for VANET security. [6][7][8]14,[23][24][25] The majority of the works done depend on MANETs. In addition, remarkable projects have been done about modeling the attacks in wireless networks.…”

Section: Literature Reviewmentioning

confidence: 99%

“…On the basis of the layer used by attackers, that attack is classified. 24,[36][37][38][39] For instance, the eavesdropping vehicle, by physical and data link layers, can jam the communicating channel through transmitting unimportant messages that congest the traffic and gain high load over that channel. Moreover, such misbehaved vehicles can transmit the old messages again or can send false warnings.…”

Section: Utility Functionsmentioning

confidence: 99%

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An evolutionary game theory–based security model in vehicular ad hoc networks

Zahedi

Farzaneh

2020

Int J Communication

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Summary The word population is growing on a daily basis; consequently, the growth of commute and transport, developing efficient and intelligent transportation systems (ITS), has become one of the most popular requirements and the most significant attempts in modern urban areas containing large population. A key component of intelligent transportation systems is a vehicular ad hoc network. Devising internet‐based practical programs such as awareness of climatic conditions, geographical location, practical programs like on‐line payment services in the vehicular ad hoc network has led to safer driving, prevention of deadly accidents, transportation improvement, more welfare and convenience for passengers, and even offering more commercial opportunities. The special features of vehicular ad hoc network, such as intense activity, constantly‐changing topology, the vehicles' high speed, etc, will lead to challenges in gaining security. Therefore, providing vehicular ad hoc networks with security is of extreme importance in terms of users' anonymity, identification, and data privacy. In this paper, a security model is presented using a method based on evolutionary games. This method, in every vehicle, is applied as a node in the network while interacting with other vehicles; it aims at distinguishing some common attacks and defending against attackers. In this method, defending (honest) vehicles and attacking vehicles take part in an asymmetrical game; each vehicle aims at gaining the most utility and achieving its goals. The proposed method is simulated using various scenarios. The simulation results reveal that the proposed method is efficient and it reaches equilibrium and convergence at the end of the game in each scenario.

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“…Reviewing the past years' researches shows that game theory has been used in a few projects for VANET security . The majority of the works done depend on MANETs.…”

Section: Literature Reviewmentioning

confidence: 99%

Section: The Proposed Algorithmmentioning

confidence: 99%

Section: Literature Reviewmentioning

confidence: 99%

Section: Utility Functionsmentioning

confidence: 99%

See 2 more Smart Citations

An evolutionary game theory–based security model in vehicular ad hoc networks

Zahedi

Farzaneh

2020

Int J Communication

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“…A game can be chosen to be cooperative or non-cooperative game according to the attack type and the expected penalty. In [24], the authors presented a comparative study of game theoretic approaches to mitigate network layer attacks in VANETs. Classification of game theoretic techniques is illustrated in Figure 1.…”

Section: Classification Of Game Theoretic Techniquesmentioning

confidence: 99%

Secure Communications by Tit-for-Tat Strategy in Vehicular Networks

Mostefa¹,

Maaza²,

Duvallet³

2020

IJNDC

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Secure communication is one of the main challenges of ad hoc Vehicle Networks (VANET). Intrusion detection of malicious nodes is one of the solutions to secure communication in VANETs using hybrid architecture (V2V and V2I). This article proposes an approach based on game theory, in particular the "Tit-for-Tat" (TfT) strategy as a suitable paradigm for human cooperation in order to detect malicious nodes in passive and active attacks. This article analyzes the performance of the proposed approach and the "TfT" strategy contribution in VANET security.

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Bayesian Signaling Game Based Efficient Security Model for MANETs

Olanrewaju¹,

Khan²,

Anwar³

et al. 2019

Lecture Notes in Networks and Systems

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Game Theory acts as a suitable tool offering promising solutions to security-related concerns in Mobile Ad Hoc Networks (i.e., MANETs). In MANETs , security forms a prominent concern as it includes nodes which are usually portable and require significant coordination between them. Further, the absence of physical organisation makes such networks susceptible to security breaches, hindering secure routing and execution among nodes. Game Theory approach has been manipulated in the current study to achieve an analytical view while addressing the security concerns in MANETs. This paper offers a Bayesian-Signaling game model capable of analysing the behaviour associated with regular as well as malicious nodes. In the proposed model , the utility of normal nodes has been increased while reducing the utility linked to malicious nodes. Moreover, the system employs a reputation system capable of stimulating best cooperation between the nodes. The regular nodes record incessantly to examine their corresponding nodes' behaviours by using the belief system of Bayes-rules. On its comparison with existing schemes, it was revealed that the presented algorithm provides better identification of malicious nodes and attacks while delivering improved throughput and reduced false positive rate.

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Comparative study of game theoretic approaches to mitigate network layer attacks in VANETs

Cited by 21 publications

References 7 publications

An evolutionary game theory–based security model in vehicular ad hoc networks

An evolutionary game theory–based security model in vehicular ad hoc networks

Secure Communications by Tit-for-Tat Strategy in Vehicular Networks

Bayesian Signaling Game Based Efficient Security Model for MANETs

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