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 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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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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Adaptive FEC coding and cooperative relayed wireless image transmission
August 2015
High quality image transmission through smart devices requires high transmission rate, throughput and low Bit Error Rate (BER). At the same time, energy efficiency is always the top issue for the battery-based...
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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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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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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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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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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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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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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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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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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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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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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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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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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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COVID-19 pandemic and the cyberthreat landscape: Research challenges and opportunities
February 2023
Although cyber technologies benefit our society, there are also some related cybersecurity risks. For example, cybercriminals may exploit vulnerabilities in people, processes, and technologies during...
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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 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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Sports match prediction model for training and exercise using attention-based LSTM network
August 2022
Sports matches are very popular all over the world. The prediction of a sports match is helpful to grasp the team's state in time and adjust the strategy in the process of the match. It's a challenging...
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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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