Energy Optimised Security against Wormhole Attack in IoT-Based Wireless Sensor Networks

Shahid, Hafsa; Ashraf, Humaira; Javed, Hafsa; Humayun, Mamoona; Jhanjhi, N. Z.; AlZain, Mohammed A.

doi:10.32604/cmc.2021.015259

Cited by 66 publications

(31 citation statements)

References 19 publications

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“…Hriez et al proposed a software measurement method to scientifically organize the whole process of software and also proposed a method that can be used for many times in this process [4]. Shahid et al proposed the rationality of assumptions required by the MMV model combined with sparse reconstruction, that is, when multiple observation signals share a sparse structure, the MMV model is superior to the SMV model [5]. Qi et al proposed a feature extraction method for mechanical faults based on category-independent component analysis and the correlation coefficient.…”

Section: Literature Reviewmentioning

confidence: 99%

“…e reconstructed δ l is expanded according to the N y column and the N z row to obtain the reconstructed target image. e imaging reconstruction process represented by formula (5) only utilizes the measured data of a single polarization channel, without considering the correlation of the measured data of each polarization channel, so the imaging reconstruction effect achieved is very limited.…”

Section: Polarization Gpr Imaging Based On the Smv Modelmentioning

confidence: 99%

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Application of Multi-Measurement Vector Based on the Wireless Sensor Network in Mechanical Fault Diagnosis

Kang

2022

Mathematical Problems in Engineering

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In order to solve the problem of low positioning accuracy of mechanical fault diagnosis, a polarization GPR imaging reconstruction algorithm based on the MMV model was proposed. The algorithm was mainly based on the joint processing of the measured data of multiple polarization channels to achieve the reconstruction of the reflectance of the detection scene corresponding to each polarization channel. The simulation data processing results based on FDTD showed that compared with the traditional SMV model polarization imaging algorithm, the proposed imaging algorithm could improve the accuracy of target location reconstruction and the ability of background clutter suppression significantly. Compared with the SMV model, TCR obtained by the MMV model increased by 30%. As for the imaging results at different noise ratios, TCR obtained by the MMV model was 10% higher than that obtained by the SMV model. And when the ratio of available real data samples decreased to 25%, the sample data generation based on the adversarial generation network could greatly improve the classification accuracy of the fault diagnosis model. It could realize the detection of the target better, so as to locate faults accurately.

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Section: Literature Reviewmentioning

confidence: 99%

Section: Polarization Gpr Imaging Based On the Smv Modelmentioning

confidence: 99%

Application of Multi-Measurement Vector Based on the Wireless Sensor Network in Mechanical Fault Diagnosis

Kang

2022

Mathematical Problems in Engineering

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“…The ESWI algorithm detects suspicious nodes using transmission‐time information. Wormholes are detected by counting hops and calculating hop intervals 14 . It is energy efficient, and the precise values of the true‐positive and false‐positive detection rates are provided.…”

Section: Wormhole Mitigation Schemesmentioning

confidence: 99%

Wormhole attack mitigation strategies and their impact on wireless sensor network performance: A literature survey

Shahid

Ashraf

Ullah

et al. 2022

Int J Communication

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Summary Wireless sensor networks (WSNs) consist of hundreds of small sensors that collect and report data. During data sharing, these WSNs become vulnerable to numerous security threats, including the deadly ones. Mitigating this risk is a real challenge, especially in a low‐resource environment such as a WSN. In this work, using a systematic literature review, we surveyed a large body of research (28 studies) that focused on mitigating wormhole security attacks. Through this study, we evaluate the impact of many proposed security schemes and their impact on the WSN's performance. We compare schemes for effectiveness and pinpoint the limitations. We also analyze the various parameters and metrics used in them and highlight the open research challenges in the field.

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“…The tool by Microsoft allows for integration with another Microsoft application, Excel, which enables users to connect the two services for instant data transfer, compilation and analysis. Besides Excel, other enterprise resource planning systems that may connect to Microsoft Power BI include MS Dynamics NAV, Navision, and SAP [55]. The customisable dashboard provides and streams data analytics and visualisation in real-time to produce interactive visual reports of the data with its high data refreshing rates.…”

Section: Microsoft Power Bimentioning

confidence: 99%

Applications of Cloud Computing: A Review

Shah¹

2022

Preprint

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<p> Cloud computing has become a crucial component in order for an organization to store and manage its data effectively from its computers on a single platform. It is crucial for a firm to implement cloud technology because so many organizations today incorporate the use of various mobile devices into their everyday operations. Thanks to the development of cloud computing, workers may easily collaborate on their devices wherever they are as long as there is internet connectivity. By facilitating simple collaboration and securing data backup for any unanticipated recovery, it gives great purpose to a company. The goal of this review article is to conduct peer-review on cloud computing applications. </p>

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Energy Optimised Security against Wormhole Attack in IoT-Based Wireless Sensor Networks

Cited by 66 publications

References 19 publications

Application of Multi-Measurement Vector Based on the Wireless Sensor Network in Mechanical Fault Diagnosis

Application of Multi-Measurement Vector Based on the Wireless Sensor Network in Mechanical Fault Diagnosis

Wormhole attack mitigation strategies and their impact on wireless sensor network performance: A literature survey

Applications of Cloud Computing: A Review

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