Network traffic classification: Techniques, datasets, and challenges
Available online 18 September 2022
In network traffic classification, it is important to understand the correlation between network traffic and its causal application, protocol, or service group, for example, in facilitating lawful interception,...
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A systematic literature review of blockchain cyber security
May 2020
Since the publication of Satoshi Nakamoto's white paper on Bitcoin in 2008, blockchain has (slowly) become one of the most frequently discussed methods for securing data storage and transfer through...
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Machine learning for internet of things data analysis: a survey
August 2018
Rapid developments in hardware, software, and communication technologies have facilitated the emergence of Internet-connected sensory devices that provide observations and data measurements from the...
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An analysis of energy consumption and carbon footprints of cryptocurrencies and possible solutions
February 2023
There is an urgent need to control global warming caused by humans to achieve a sustainable future. CO2 levels are rising steadily, and while countries worldwide are actively moving toward the sustainability...
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Efficient signal detector design for OTFS with index modulation
Available online 4 November 2022
In this paper, efficient signal detectors are designed for Orthogonal Time Frequency Space (OTFS) modulation with Index Modulation (IM) systems. Firstly, the Minimum Mean Squared Error (MMSE) based...
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A new technology perspective of the Metaverse: Its essence, framework and challenges
Available online 3 March 2023
The Metaverse depicts a parallel digitalized world where virtuality and reality are fused. It has economic and social systems like those in the real world and provides intelligent services and applications....
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Visible light communication: Applications, architecture, standardization and research challenges
May 2017
The Radio Frequency (RF) communication suffers from interference and high latency issues. Along with this, RF communication requires a separate setup for transmission and reception of RF waves. Overcoming...
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Security and privacy in 6G networks: New areas and new challenges
August 2020
With the deployment of more and more 5g networks, the limitations of 5g networks have been found, which undoubtedly promotes the exploratory research of 6G networks as the next generation solutions....
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Reconfigurable intelligent surface: design the channel – a new opportunity for future wireless networks
April 2022
In this paper, we survey state-of-the-art research outcomes in the burgeoning field of Reconfigurable Intelligent Surface (RIS), given its potential for significant performance enhancement of next-generation...
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A survey on deep learning for textual emotion analysis in social networks
October 2022
Textual Emotion Analysis (TEA) aims to extract and analyze user emotional states in texts. Various Deep Learning (DL) methods have developed rapidly, and they have proven to be successful in many fields...
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Dynamic defenses in cyber security: Techniques, methods and challenges
August 2022
Driven by the rapid development of the Internet of Things, cloud computing and other emerging technologies, the connotation of cyberspace is constantly expanding and becoming the fifth dimension of...
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IDS-INT: Intrusion detection system using transformer-based transfer learning for imbalanced network traffic
Available online 17 March 2023
A network intrusion detection system is critical for cyber security against illegitimate attacks. In terms of feature perspectives, the network traffic may include a variety of elements such as attack...
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Poisoning attacks and countermeasures in intelligent networks: Status quo and prospects
April 2022
Over the past years, the emergence of intelligent networks empowered by machine learning techniques has brought great facilitates to different aspects of human life. However, using machine learning...
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Attacks and defences on intelligent connected vehicles: a survey
November 2020
Intelligent vehicles are advancing at a fast speed with the improvement of automation and connectivity, which opens up new possibilities for different cyber-attacks, including in-vehicle attacks (e.g.,...
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A survey on communication protocols and performance evaluations for Internet of Things
December 2022
The Internet of Things (IoT) is a large-scale network of devices capable of sensing, data processing, and communicating with each other through different communication protocols. In today's technology...
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Software defined satellite networks: A survey
Available online 25 January 2023
In recent years, satellite networks have been proposed as an essential part of next-generation mobile communication systems. Software defined networking techniques are introduced in satellite networks...
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A review of optimization methods for computation offloading in edge computing networks
April 2023
Handling the massive amount of data generated by Smart Mobile Devices (SMDs) is a challenging computational problem. Edge Computing is an emerging computation paradigm that is employed to conquer this...
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A survey on semantic communications: technologies, solutions, applications and challenges
Available online 1 June 2023
Semantic Communications (SC) has emerged as a novel communication paradigm that provides a receiver with meaningful information extracted from the source to maximize information transmission throughput...
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Towards a blockchain-SDN-based secure architecture for cloud computing in smart industrial IoT
April 2023
Some of the significant new technologies researched in recent studies include BlockChain (BC), Software Defined Networking (SDN), and Smart Industrial Internet of Things (IIoT). All three technologies...
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A survey on deploying mobile deep learning applications: A systemic and technical perspective
February 2022
With the rapid development of mobile devices and deep learning, mobile smart applications using deep learning technology have sprung up. It satisfies multiple needs of users, network operators and service...
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Internet of robotic things for mobile robots: concepts, technologies, challenges, applications, and future directions
Available online 29 May 2023
Nowadays, Multi Robotic System (MRS) consisting of different robot shapes, sizes and capabilities has received significant attention from researchers and are being deployed in a variety of real-world...
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A survey on user-centric cell-free massive MIMO systems
October 2022
The mobile data traffic has been exponentially growing during the last several decades. This was enabled by the densification of the network infrastructure in terms of increased cell density (i.e.,...
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An ensemble deep learning model for cyber threat hunting in industrial internet of things
February 2023
By the emergence of the fourth industrial revolution, interconnected devices and sensors generate large-scale, dynamic, and inharmonious data in Industrial Internet of Things (IIoT) platforms. Such...
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Intrusion detection and prevention system for an IoT environment
August 2022
Internet of Things (IoT) security is the act of securing IoT devices and networks. IoT devices, including industrial machines, smart energy grids, and building automation, are extremely vulnerable....
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Deep learning for the internet of things: Potential benefits and use-cases
November 2021
The massive number of sensors deployed in the Internet of Things (IoT) produce gigantic amounts of data for facilitating a wide range of applications. Deep Learning (DL) would undoubtedly play a role...
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