Network traffic classification: Techniques, datasets, and challenges
June 2024
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 survey on semantic communications: Technologies, solutions, applications and challenges
June 2024
Semantic Communication (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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Integration of data science with the intelligent IoT (IIoT): current challenges and future perspectives
Available online 6 March 2024
The Intelligent Internet of Things (IIoT) involves real-world things that communicate or interact with each other through networking technologies by collecting data from these “things” and using intelligent...
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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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IDS-INT: Intrusion detection system using transformer-based transfer learning for imbalanced network traffic
February 2024
A network intrusion detection system is critical for cyber security against illegitimate attacks. In terms of feature perspectives, network traffic may include a variety of elements such as attack reference,...
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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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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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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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Internet of robotic things for mobile robots: Concepts, technologies, challenges, applications, and future directions
December 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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Software defined satellite networks: A survey
December 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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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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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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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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Semantic segmentation-based semantic communication system for image transmission
June 2024
With the rapid development of artificial intelligence and the widespread use of the Internet of Things, semantic communication, as an emerging communication paradigm, has been attracting great interest....
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A review on edge analytics: Issues, challenges, opportunities, promises, future directions, and applications
June 2024
Edge technology aims to bring cloud resources (specifically, the computation, storage, and network) to the closed proximity of the edge devices, i.e., smart devices where the data are produced and consumed....
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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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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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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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How AI-enabled SDN technologies improve the security and functionality of industrial IoT network: Architectures, enabling technologies, and opportunities
December 2023
The ongoing expansion of the Industrial Internet of Things (IIoT) is enabling the possibility of effective Industry 4.0, where massive sensing devices in heterogeneous environments are connected through...
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Feature extraction for machine learning-based intrusion detection in IoT networks
February 2024
A large number of network security breaches in IoT networks have demonstrated the unreliability of current Network Intrusion Detection Systems (NIDSs). Consequently, network interruptions and loss of...
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A survey of edge computing-based designs for IoT security
May 2020
Pervasive IoT applications enable us to perceive, analyze, control, and optimize the traditional physical systems. Recently, security breaches in many IoT applications have indicated that IoT applications...
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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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Internet of things: Conceptual network structure, main challenges and future directions
June 2023
Internet of Things (IoT) is a key technology trend that supports our digitalized society in applications such as smart countries and smart cities. In this study, we investigate the existing strategic...
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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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