Prioritization of Security Measures at the Junction of MANET and IoT

Rath, Mamata; Panigrahi, Chhabi Rani

doi:10.1145/2905055.2905187

Cited by 19 publications

(1 citation statement)

References 7 publications

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“…In [22], Xu et al presented a mathematical framework and analyzed the routing protocols in order to find the efficacy of the algorithms. In [23], Rath et al described major safety and security related issues for MANET connected Internet of Things (IoT). They focused on the vulnerability and security threat for ubiquitous computing and IoT in light of ad hoc network formation on the fly.…”

Section: Related Workmentioning

confidence: 99%

A Trust-Based Predictive Model for Mobile Ad Hoc Network in Internet of Things

Alnumay

Ghosh

Chatterjee

2019

Sensors

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The Internet of things (IoT) is a heterogeneous network of different types of wireless networks such as wireless sensor networks (WSNs), ZigBee, Wi-Fi, mobile ad hoc networks (MANETs), and RFID. To make IoT a reality for smart environment, more attractive to end users, and economically successful, it must be compatible with WSNs and MANETs. In light of this, the present paper discusses a novel quantitative trust model for an IoT-MANET. The proposed trust model combines both direct and indirect trust opinion in order to calculate the final trust value for a node. A Beta probabilistic distribution is used to combine different trust evidences and direct trust has been calculated. The theory of ARMA/GARCH has been used to combine the recommendation trust evidences and predict the resultant trust value of each node in multi-step ahead. Further, a routing protocol has been designed to ensure the secure and reliable end-to-end delivery of packets by only considering trustworthy nodes in the path. Simulation results show that our proposed trust model outperforms similar existing trust models.

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Section: Related Workmentioning

confidence: 99%

A Trust-Based Predictive Model for Mobile Ad Hoc Network in Internet of Things

Alnumay

Ghosh

Chatterjee

2019

Sensors

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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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Security Approaches in Machine Learning for Satellite Communication

Rath¹,

Mishra

2019

Studies in Computational Intelligence

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Prioritization of Security Measures at the Junction of MANET and IoT

Cited by 19 publications

References 7 publications

A Trust-Based Predictive Model for Mobile Ad Hoc Network in Internet of Things

A Trust-Based Predictive Model for Mobile Ad Hoc Network in Internet of Things

Bayesian Signaling Game Based Efficient Security Model for MANETs

Security Approaches in Machine Learning for Satellite Communication

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