Multilayer Neural Network based on MIMO and Channel Estimation for Impulsive Noise Environment in Mobile Wireless Networks

Almaiah, Mohammed Amin

doi:10.30534/ijatcse/2020/48912020

Cited by 14 publications

(12 citation statements)

References 14 publications

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“…The 5G networks are designed to support intelligent IoMT-based medical applications that require high data throughput, scalability, blockchain rollout, low latency, dense deployment, reliability, high energy efficiency, and long-term communication. Figure 3 shows the fogIoMT Architecture for the security of IoT device-based healthcare records using blockchain technology [42][43][44].…”

Section: The 5g Technology and Its Applicationsmentioning

confidence: 99%

A Novel Hybrid Trustworthy Decentralized Authentication and Data Preservation Model for Digital Healthcare IoT Based CPS

Almaiah

Hajjej

Ali

et al. 2022

Sensors

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In the era of smart healthcare, Internet of Medical Things (IoMT)-based Cyber-Physical Systems (CPS) play an important role, while accessing, monitoring, assessing, and prescribing patients ubiquitously. Efficient authentication and secure data transmission are the influential impediments of these networks that need to be addressed to maintain credence among clients, healthcare specialists, pharmacologists, and other associated entities. To address the authentication and data privacy issues in smart healthcare, in this paper we propose a lightweight hybrid deep learning protocol to achieve security and privacy. To achieve better results, we enabled the decentralized authentication of legitimate patient wearable devices to minimize computation cost, authentication time, and communication overheads with the help of an ML technique to predicate and forward the authentication attributes of patient wearable devices to the next concerned trusted authority, when it is shifted from region to another region. Simulation upshots of the ML scheme exhibited extraordinary security features with the cost-effective validation of legal patient wearable devices accompanied by worthwhile communication functionalities compared with previous work. However, the application of IoT-based medical devices and managing such a broad, sophisticated medical IoT system on standard Single Cloud platforms (CP) would be extremely tough. We propose a scalable FC with a blockchain-based architecture for a 5G-enabled IoMT platform. To work on an FC architecture with flowing effects, low overheads, and secure storage (SS), this research proposes a secured blockchain-based fogBMIoMT communication mechanism.

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Section: The 5g Technology and Its Applicationsmentioning

confidence: 99%

A Novel Hybrid Trustworthy Decentralized Authentication and Data Preservation Model for Digital Healthcare IoT Based CPS

Almaiah

Hajjej

Ali

et al. 2022

Sensors

Self Cite

View full text Add to dashboard Cite

show abstract

“…Consequently, most organizations need to invest in cybersecurity and employee training to raise awareness of the importance of securing systems and their sensitive information [12]. One approach to protecting information systems was suggested by [13], which suggested that integrating information systems across organizational environments can improve cybersecurity. The researchers suggested and tested three hypotheses to investigate whether integration is positively related to cybersecurity countermeasures (see Table I).…”

Section: Cybersecuritymentioning

confidence: 99%

Assessing and Proposing Countermeasures for Cyber-Security Attacks

Alzahrani¹

2022

IJACSA

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Cyber-attacks on IT domain infrastructure directly affect the security of businesses' operational processes, potentially leading to system failure. Some industries have a high risk than others due to the sensitivity of their data, including the transportation industry, which has recently moved from traditional data management to digitalization. This study aims to identify the main cyber threats in the transportation sector by analyzing related works and highlighting the main countermeasures used to respond to such threats as well as enhance overall cybersecurity. This paper presents a comprehensive cybersecurity risk assessment for the transportation companies, identifying the most common attacks and proposing methods to minimize risk as much as possible. A risk assessment analysis was prepared by industry experts that included previous cyberattack scenarios. The results of our paper identified the most critical attacks on the transportation company's booking system and recommended suitable countermeasures to minimize the risk of those attacks.

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“…• Most of the mentioned schemes are having a complex cryptographic process that minimizes the performance of the network. 17,21 • Most of the existing schemes are complex in real-time implementation 19,22 • Some of the mentioned schemes are effective against load balancing but they reduce the network performance, which minimizes their usage in the real-time scenario. 15,23 The proposed solution in this article considers defending and attacking the network from the perspectives of evolutionary games.…”

Section: Limitations Of Wsnmentioning

confidence: 99%

Modeling and simulation of defense game model for jamming attack in wireless sensor networks using evolutionary game theory

K¹

2021

Concurrency and Computation

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The open and shared communication medium of wireless sensor networks creates vulnerability to various types of attacks. In particular, jamming is a kind of attack that is difficult to defend. When the jammer transmits the jamming signal, the nodes covered by the jamming signal will suffer for their transmission. The interactions between the jammer and the source nodes are complex. Thus this article models the interactions between the jammer and the source node as an evolutionary game-theoretical model.The game model of jamming is formulated, and then the evolutionary analysis of the game model is done. The game model is solved using replicator dynamics, and also the solution is verified by conducting various simulations. It can also be verified by using a stability diagram of replicator dynamics. The equilibrium points are analyzed to check whether that is an evolutionarily stable strategy. Extensive numerical simulation experiments have been carried out to analyze the evolution of strategies for source nodes and jammer nodes.

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Multilayer Neural Network based on MIMO and Channel Estimation for Impulsive Noise Environment in Mobile Wireless Networks

Cited by 14 publications

References 14 publications

A Novel Hybrid Trustworthy Decentralized Authentication and Data Preservation Model for Digital Healthcare IoT Based CPS

A Novel Hybrid Trustworthy Decentralized Authentication and Data Preservation Model for Digital Healthcare IoT Based CPS

Assessing and Proposing Countermeasures for Cyber-Security Attacks

Modeling and simulation of defense game model for jamming attack in wireless sensor networks using evolutionary game theory

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