Trust-Distortion Resistant Trust Management Frameworks on Mobile Ad Hoc Networks: A Survey

Movahedi, Zeinab; Hosseini, Zahra; Bayan, Fahimeh; Pujolle, Guy

doi:10.1109/comst.2015.2496147

Cited by 84 publications

(55 citation statements)

References 33 publications

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“…A weakness of using fuzzy logic is that storing the rules database might involve a significant amount of memory. As a future work direction, we plan to investigate defence mechanisms for attacks such as bad-mouthing, ballot-stuffing, and collusion [25] [26] posed by dishonest nodes.…”

Section: Discussionmentioning

confidence: 99%

A Reliable Group Key Management Framework Using Fuzzy Logic for MANETs

Nagaraja

Reddy²

2016

IJIES

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Spontaneous group communication can be attained by deploying Mobile Ad Hoc Networks (or MANETs).The limitations thrown by these networks, motivate the necessity of a group key management framework to secure data traffic. In this context, significant research work done in the last decade and proved that the trust based frameworks deliver better performance than others. Trust value can be evaluated based on direct and indirect interactions with other nodes in the network. The threshold trust value does binary classification about a node is genuine or fake (misbehavior) and further communication includes or excludes. However, in many automated systems, the result for a given input cannot be just categorized as binary output. Instead of a binary, it is more spontaneous and natural to use a fuzzy set based classification which gives the degree of genuineness. To realize this concept, we propose a reliable group key management framework by adding fuzzy logic rules in this paper. The clustering scheme with Fuzzy classifier aids, to eliminate the pretended nodes over a span of time in order to evade internal attacks. Moreover, it saves the energy of each node due to lightweight framework and less key management overhead. Our simulation outcomes prove that our method is more reliable compared to existing frameworks.

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Section: Discussionmentioning

confidence: 99%

A Reliable Group Key Management Framework Using Fuzzy Logic for MANETs

Nagaraja

Reddy²

2016

IJIES

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“…The stability of the network in the literature is presented in different viewpoints by different researchers [1,2,10,[12][13][14]. These define the network traffic dimension associated with traditional communication networks and the survival concept of the network based on services, all of which are the primary concern for network reliability and node resilience [15].…”

Section: Related Workmentioning

confidence: 99%

“…Typically, IDS should always run on all nodes to supervise network activity. Z. Movahedi et al [1]. It presents a holistic view of the various trust management frameworks that are suitable for MANET and can handle key existing attacks that mislead confidence calculations to mislead trust-based network operations, known as trust distortion attacks.…”

Section: Role Of Node Behavior For Trust Changesmentioning

confidence: 99%

A Reliable Trustworthy Approach Based on Node Behavior Prediction for Secure Routing in MANET

Sridevi¹,

Mandapati²

2017

IJIES

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An unstructured version of a traditional wireless network provides a mobile ad hoc network (MANET) that is well suited for emergencies. However, due to lack of infrastructure and resource limitations, many performance problems occur at the same time. High-security vulnerabilities are likely to arise, largely because of dynamic behavior, and the complete communication cycle dependent on unidentified nodes which join and leaves as they want. Several past security schemes studies suggested that reliable and trusted nodes can minimize communication overhead and achieve higher throughput. This kind of scheme affects the route chosen for communication because it cannot distinguish between intentional and unintentional errors at runtime. It is, therefore, important to categorize node activities and also provide a node recovery scheme to regain their original reliability for the genuine nodes. In this paper, we propose a Reliable Trustworthy Approach (RTA) based on node behavior prediction for secure routing. It presents a behavior prediction algorithm for recognizing node behavior by differentiating among the unintentional transient errors and intentional malicious behavior, and the RTA mechanism which provides a method for node trust computation and a method for trust recovery. Experiment results show throughput improvisation against the malicious node intrusion. With increasing, malicious nodes in network RTA mechanism effectively predicted with an optimal packet loss and delay it attained prove the effectiveness of the mechanism.

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“…With the aim to provide security, trust-based security systems were presented in different network architectures [40][41][42][43]. To overcome the drawbacks of conventional security systems, the uncertainty reasoning has been assessed as the probabilistic technique with trust in MANET where mobility is considered with greater importance [38,39].…”

Section: Trust For Manet Scalabilitymentioning

confidence: 99%

“…A mathematical model with the Bayesian theory was introduced in [27][28][29][30], to update the reputation from direct observations. In [31][32][33][34][35][36][37][38], various trust models in a public key infrastructural network are discussed. These trust models are developed on a clustered mobile node network where security enhancement is certainly important.…”

Section: Trust Management In Manetmentioning

confidence: 99%

Efficient trust management with Bayesian-Evidence theorem to secure public key infrastructure-based mobile ad hoc networks

Janani¹,

Manikandan²

2018

J Wireless Com Network

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In mobile ad hoc networks (MANETs), the reliability of nodes, quality of data and access control cannot be achieved successfully for various network functionalities through traditional cryptographic security, which makes MANET vulnerable to illegitimate node behaviour changes. These node misbehaviours, referred as soft security threats, need to be detected and prevented in order to protect against the accumulation of false measurements with selfish and malicious intentions. Trust has been employed as a powerful tool to handle the soft security threats and to provide security among uncertain and dynamic nodes effectively in MANET. Therefore, it is of great importance that efficient trust management mechanisms should be developed in a public key infrastructure (PKI), in order to verify the identities on the ad hoc networks for reliable and secure group communication. However, the independent nature of nodes and the computational complexities make the trust management a challenging one in MANET. In this paper, we present an efficient distributed trust computation and misbehaviour verification method with Bayesian and Evidence theorem, on hexagonally clustered MANET. Besides, a secured PKI system is designed in the paper by applying the proposed trust management scheme in terms of certificate revocation, which is an important functionality of PKI cryptosystem. The uncertainty impacts the node's anticipation of neighbour's behaviour and decisions during communication; we include uncertainty in the trust management system. An efficient method to reduce the uncertainty is to exploit the mobility characteristics of MANET that accelerates the trust convergence. The simulation results reveal a better performance against adversaries in creating considerable untrustworthy transactions with a mobility-aware cluster guarantee. Moreover, the proposed trust application shows its betterment in the revocation process in terms of revocation rate and time. Thus, the proposed scheme provides an effective security solution that incorporates the optimistic features of trust mechanisms and hierarchical Voronoi clustering.

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Trust-Distortion Resistant Trust Management Frameworks on Mobile Ad Hoc Networks: A Survey

Cited by 84 publications

References 33 publications

A Reliable Group Key Management Framework Using Fuzzy Logic for MANETs

A Reliable Group Key Management Framework Using Fuzzy Logic for MANETs

A Reliable Trustworthy Approach Based on Node Behavior Prediction for Secure Routing in MANET

Efficient trust management with Bayesian-Evidence theorem to secure public key infrastructure-based mobile ad hoc networks

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