Intelligent authentication of 5G healthcare devices: A survey

Sodhro, Ali Hassan; Awad, Ali Ismail; Beek, Jaap van de; Nikolakopoulos, George

doi:10.1016/j.iot.2022.100610

Cited by 43 publications

(16 citation statements)

References 122 publications

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“…They then reviewed some of the existing and proposed security solutions for 5G and 6G networks, such as encryption, authentication, access control, network slicing, edge computing, and blockchain. Sodhro et al [20] conducted a survey on intelligent authentication mechanisms for IoT 5G devices in healthcare. They explored how AI can be used to integrate the physical layer and 5G networks to improve the performance of smart healthcare devices.…”

Section: Physical Layer Authentication (Pla)mentioning

confidence: 99%

FPLA: A Flexible Physical Layer Authentication Mechanism for Distributing Quantum Keys Securely via Wireless 5G Channels

Han

Liu

et al. 2023

Applied Sciences

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Quantum Key Distribution (QKD) is popular for establishing a native secure quantum communication network. However, existing QKD networks are built via classical wired fiber channels; it is difficult to distribute quantum keys directly into mobile phones, and no effective candidate solution is available yet. This paper presents a novel Flexible Physical Layer Authentication (FPLA) mechanism that exploits the unique characteristic of wireless signals from mobile phones to securely distribute quantum keys via wireless 5G channels. In particular, a 5G Up-Link Sounding Reference Signal (SRS)-based transmission model is developed to capture and extract the unique characteristic, which is then used to distribute quantum keys. Moreover, the model could lose accuracy due to SRS variations introduced by 5G Multiuser Multiple-Input Multiple-Output (MU-MIMO), so a dimensional transformation residual network is designed to classify legitimate and malicious user equipment (UE). An average authentication accuracy of 96.8% is proved by FPLA in multiple experiments in a 3 dB Signal-to-Noise Ratio (SNR) test environment with a training dataset of 300 samples per malicious UE. Simulation results show that FPLA is able to adapt to antenna diversity in 5G MU-MIMO systems.

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Section: Physical Layer Authentication (Pla)mentioning

confidence: 99%

FPLA: A Flexible Physical Layer Authentication Mechanism for Distributing Quantum Keys Securely via Wireless 5G Channels

Han

Liu

et al. 2023

Applied Sciences

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“…This can leave software systems vulnerable to attacks, such as unauthorized access or privilege escalation. The researchers in [142] and [143] point out that weak authentication mechanisms, such as the use of weak passwords or insufficient authentication protocols, can lead to unauthorized access [144]. Inadequate authorization controls may allow unauthorized users to gain elevated privileges or access sensitive functionalities [145], [146].…”

Section: Social Engineering Attacksmentioning

confidence: 99%

Theory and practice in secure software development lifecycle: A comprehensive survey

Otieno¹,

Odera²,

Ounza³

2023

World J. Adv. Res. Rev.

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Software development security refers to the practice of integrating security measures and considerations throughout the software development lifecycle to ensure the confidentiality, integrity, and availability of software systems. It involves identifying, mitigating, and eliminating security vulnerabilities and threats that could be exploited by attackers. The goal of this paper is to survey the various concepts and methodologies directed towards software security, and the identification of any missing gaps. Based on the findings, it is noted that the development of secure software requires a proactive and comprehensive approach. It begins with establishing secure design principles and incorporating security requirements from the initial stages of development. Here, secure coding practices, such as input validation, output encoding, and secure authentication and authorization mechanisms, are employed to prevent common security vulnerabilities. In addition, regular security testing, including penetration testing and vulnerability scanning, helps identify and address potential weaknesses in the software. Normally, code reviews and security audits are conducted to ensure adherence to secure coding practices and identify any security flaws. It is important that security training and awareness programs be provided to developers and other stakeholders to foster a security-conscious culture. To minimize potential vulnerabilities, secure configuration management, which involves properly configuring servers, networks, and dependencies may be utilized. On the other hand, regular updates and patching are essential to address known security vulnerabilities in software components. To guide their software development security practices, organizations may follow established security standards and frameworks such as ISO 27001 or NIST Cybersecurity Framework. By prioritizing software development security, organizations can protect sensitive data, prevent unauthorized access, and mitigate the risk of security breaches and incidents. In the long run, this helps build trust with users and stakeholders, enhances the reputation of the software, and reduces the potential impact of security incidents on the organization.

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“…All things considered, the maker of a block is haphazardly picked in light of the member's responsibility for (i.e., the more stake a member has, the more probable it can turn into a block maker). Under this situation, how much tokens one hub holds turns into the obstruction of the personality fashion [26]. At the end of the day, the framework gatecrashers should hold a larger part of the coins available for use to perform 51% assault.…”

Section: ■ 302 a Proof Of Stake (Pos)mentioning

confidence: 99%

Security Level Significance in DApps Blockchain-Based Document Authentication

Aini¹,

Manongga

Rahardja³

et al. 2022

att

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In the development of the Industrial revolution 4.0 to improve and modify the world's industry by integrating production lines, and extraordinary results in the field of technology and information marked its emergence. It can be used to enhance document security systems using Blockchain technology. Blockchain Innovation Authentication has attracted great attention in the world of science and capital markets. The persistent problems of the many available digital currencies and the various tricks of early coin offerings also welcome the well-known discussion of emerging innovations in the field of education. The importance of this paper follows the improvement of the blockchain framework to reveal the importance of decentralized applications (dApps) and blockchain on the future value in education. This study uses a descriptive method, which is a research method used to describe problems that occur in the present or ongoing, aiming to describe what happened as it should when the research was conducted. the novelty of cutting-edge dApps and talk about the title of blockchain progress to meet the positive attributes of future dApps. Readers will come to the conclusion of dApp research and know the continuous improvement in blockchain .

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Intelligent authentication of 5G healthcare devices: A survey

Cited by 43 publications

References 122 publications

FPLA: A Flexible Physical Layer Authentication Mechanism for Distributing Quantum Keys Securely via Wireless 5G Channels

FPLA: A Flexible Physical Layer Authentication Mechanism for Distributing Quantum Keys Securely via Wireless 5G Channels

Theory and practice in secure software development lifecycle: A comprehensive survey

Security Level Significance in DApps Blockchain-Based Document Authentication

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