Security Standards and Measures for Massive IoT in the 5G Era

Qiu, Qin; Wang, Ding; Yu, Shengquan; Liu, Shenglan; Zhao, Bei

doi:10.1007/s11036-021-01841-2

Cited by 7 publications

(4 citation statements)

References 35 publications

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“…Qiu et al discussed security requirements and scales for large IoT in 5G time. In addition, it also proposes security requirements and scales at various levels, such as sensor control applications and IoT cards, IoT networks and transports, IoT transaction applications and services, and IoT security management and performance [5]. The sensor has two components: the sensor component and the switch component.…”

Section: Literature Reviewmentioning

confidence: 99%

Balance of Public Medical and Health Services and Reform of Medical Institutions Based on 5G Sensor Technology

2022

Wireless Communications and Mobile Computing

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Since its reform and opening in 1978, China’s economy has grown rapidly and human life and physical well-being have improved significantly. The public health care system is an imperative guarantee of people’s life and physical health. It is necessary to establish a reasonable planning, a reasonable division of labor, and an efficient medical service system to improve the overall efficiency of health care services and ensure the physical health of the people. The balance of public health care services plays a very important role. It plays a very important role in safeguarding people’s basic right to health, regulating social fairness and justice, promoting the sustainable development of medical and health services, and building a harmonious society. Based on 5G sensor technology, this paper combines relevant research on sensor technology at home and abroad and comprehensively uses related theories such as sensing principles and health care services to discuss the internal operation mechanism of China’s public health care service system. It conducts experiments to compare health care services with 5G sensor technology with existing health care service systems. It compares its bed occupancy rates, hospital admissions and discharges, outpatient and emergency department volumes, and average inpatient costs. It studies the impact of 5G sensor technology on public health care services. The experimental results show that after adopting 5G sensor technology, the average bed utilization rate in the H hospital is 88.71%. The total number of hospitalizations was 9.845 million, and the total number of discharges was 8.668 million. The total number of outpatient visits was 44.259 million, and the total emergency department was 7.694 million. The per capita cost of inpatients in H hospital is 15,840 yuan, and the per capita cost of inpatients in W center is 9,661.75 yuan.

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Section: Literature Reviewmentioning

confidence: 99%

Balance of Public Medical and Health Services and Reform of Medical Institutions Based on 5G Sensor Technology

2022

Wireless Communications and Mobile Computing

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“…Node injection attacks are used to control data flow, by dropping a malicious node between the connection of two legitimate nodes, with the attacker acquiring control of the processing of any data. Another attack related to the perception layer is node tampering when the attacker changes the whole hardware or gains access to the node and acts to manipulate sensitive data generated or received by it [66][67][68][69].…”

Section: Attacks On Datamentioning

confidence: 99%

“…Most of the reviewed papers addressing recommendations presented secondary studies (e.g., [69,134]). Examples of general recommendations are listed below: Other recommendations include the usage of intrusion detection systems [6,20,36,[135][136][137], threat detection systems [65], early warning systems [138], anomaly detection systems [61], code clone detection [44], post-quantum cryptography [69], lightweight cryptography [37,68,134,139,140], temporary identity [141], authentication [4,7,9,49,52,70,79,108,142], authorization [78], blockchain [30,38,76,[143][144][145], perception layer security [10,146,147], covert timing channels [148], end-to-end security [149], key management [34], secure exchanging data [26], and frequent key update [150].…”

Section: Recommendationsmentioning

confidence: 99%

Systematic Literature Review on 5G-IoT Security Aspects

Valadares,

Will,

Sobrinho

et al. 2023

Preprint

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The 5G technology brings many benefits already known: large connection capacity, great transmission velocities, and low latencies with high reliability. One of its core services, the massive Machine Type Communication (mMTC), theoretically allows up to one million devices connected simultaneously in a square kilometer. As the Internet of Things (IoT) devices often have very restricted resources, hampering the adoption of robust security mechanisms, they can be targets for attackers aiming to explore vulnerabilities and gain access to the 5G infrastructure. Given this concern, it is essential to know existent vulnerabilities and possible threats and solutions related to 5G-IoT, the scenarios considering IoT devices connected to 5G infrastructures. For this reason, we carried out a systematic literature review, extracting and analyzing data from 142 selected papers from conferences and journals. As the main results, we present lists with known vulnerabilities, possible threats and solutions, and some recommendations.

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“…Several technological advances, including 5G radio access networks (5G-RAN), the Internet of Things (IoT), ultra-reliable low-latency communications (URLLC), heterogeneous networks, including small cells and machine-tomachine (M2M) communications, as well as the understanding of the mechanisms of specific methodologies, are important building blocks of the 5G air interface [3], [4]. Vehicular communication (VC) solutions, such as vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) schemes, are widely used in safety-, information-, mobility-and environmentrelated applications.…”

Section: Inrtoductionmentioning

confidence: 99%

Investigation of Vehicular S-LSTM NOMA Over Time Selective Nakagami-m Fading with Imperfect CSI

Shankar¹,

Chaudhar²,

Mishra³

2022

JTIT

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In this paper, the performance of a deep learning based multiple-input multiple-output (MIMO) non-orthogonal multiple access (NOMA) system is investigated for 5G radio communication networks. We consider independent and identically distributed (i.i.d.) Nakagami-m fading links to prove that when using MIMO with the NOMA system, the outage probability (OP) and end-to-end symbol error rate (SER) improve, even in the presence of imperfect channel state information (CSI) and successive interference cancellation (SIC) errors. Further more, the stacked long short-term memory (S-LSTM) algorithm is employed to improve the system’s performance, even under time-selective channel conditions and in the presence of terminal’s mobility. For vehicular NOMA networks, OP, SER, and ergodic sum rate have been formulated. Simulations show that an S-LSTM-based DL-NOMA receiver outperforms least square (LS) and minimum mean square error (MMSE) receivers. Furthermore, it has been discovered that the performance of the end-to-end system degrades with the growing amount of node mobility, or if CSI knowledge remains poor. Simulated curves are in close agreement with the analytical results.

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Security Standards and Measures for Massive IoT in the 5G Era

Cited by 7 publications

References 35 publications

Balance of Public Medical and Health Services and Reform of Medical Institutions Based on 5G Sensor Technology

Balance of Public Medical and Health Services and Reform of Medical Institutions Based on 5G Sensor Technology

Systematic Literature Review on 5G-IoT Security Aspects

Investigation of Vehicular S-LSTM NOMA Over Time Selective Nakagami-m Fading with Imperfect CSI

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