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  • Review
  • Open Access
655 Citations
137,206 Views
24 Pages

ChatGPT and Open-AI Models: A Preliminary Review

  • Konstantinos I. Roumeliotis and
  • Nikolaos D. Tselikas

According to numerous reports, ChatGPT represents a significant breakthrough in the field of artificial intelligence. ChatGPT is a pre-trained AI model designed to engage in natural language conversations, utilizing sophisticated techniques from Natu...

(This article belongs to the Section Big Data and Augmented Intelligence)
  • Review
  • Open Access
602 Citations
88,083 Views
60 Pages

The Power of Generative AI: A Review of Requirements, Models, Input–Output Formats, Evaluation Metrics, and Challenges

  • Ajay Bandi,
  • Pydi Venkata Satya Ramesh Adapa and
  • Yudu Eswar Vinay Pratap Kumar Kuchi

Generative artificial intelligence (AI) has emerged as a powerful technology with numerous applications in various domains. There is a need to identify the requirements and evaluation metrics for generative AI models designed for specific tasks. The...

(This article belongs to the Special Issue State-of-the-Art Future Internet Technology in USA 2022–2023)
  • Review
  • Open Access
584 Citations
39,687 Views
23 Pages

A Review of Machine Learning and IoT in Smart Transportation

  • Fotios Zantalis,
  • Grigorios Koulouras,
  • Sotiris Karabetsos and
  • Dionisis Kandris

With the rise of the Internet of Things (IoT), applications have become smarter and connected devices give rise to their exploitation in all aspects of a modern city. As the volume of the collected data increases, Machine Learning (ML) techniques are...

(This article belongs to the Special Issue 10th Anniversary Feature Papers)
  • Review
  • Open Access
541 Citations
30,309 Views
19 Pages

IoT for Smart Cities: Machine Learning Approaches in Smart Healthcare—A Review

  • Taher M. Ghazal,
  • Mohammad Kamrul Hasan,
  • Muhammad Turki Alshurideh,
  • Haitham M. Alzoubi,
  • Munir Ahmad,
  • Syed Shehryar Akbar,
  • Barween Al Kurdi and
  • Iman A. Akour

23 August 2021

Smart city is a collective term for technologies and concepts that are directed toward making cities efficient, technologically more advanced, greener and more socially inclusive. These concepts include technical, economic and social innovations. Thi...

(This article belongs to the Section Internet of Things)
  • Article
  • Open Access
462 Citations
57,148 Views
16 Pages

Blockchain and Smart Contracts for Insurance: Is the Technology Mature Enough?

  • Valentina Gatteschi,
  • Fabrizio Lamberti,
  • Claudio Demartini,
  • Chiara Pranteda and
  • Víctor Santamaría

20 February 2018

Blockchain is receiving increasing attention from academy and industry, since it is considered a breakthrough technology that could bring huge benefits to many different sectors. In 2017, Gartner positioned blockchain close to the peak of inflated ex...

  • Article
  • Open Access
443 Citations
44,309 Views
22 Pages

Modern supply chains have evolved into highly complex value networks and turned into a vital source of competitive advantage. However, it has become increasingly challenging to verify the source of raw materials and maintain visibility of products an...

(This article belongs to the Special Issue Cloud Computing and Internet of Things)
  • Review
  • Open Access
431 Citations
129,323 Views
22 Pages

Blockchain Technology: Benefits, Challenges, Applications, and Integration of Blockchain Technology with Cloud Computing

  • Gousia Habib,
  • Sparsh Sharma,
  • Sara Ibrahim,
  • Imtiaz Ahmad,
  • Shaima Qureshi and
  • Malik Ishfaq

21 November 2022

The real-world use cases of blockchain technology, such as faster cross-border payments, identity management, smart contracts, cryptocurrencies, and supply chain–blockchain technology are here to stay and have become the next innovation, just like th...

(This article belongs to the Section Internet of Things)
  • Article
  • Open Access
408 Citations
30,670 Views
20 Pages

Privacy protection has been an important concern with the great success of machine learning. In this paper, it proposes a multi-party privacy preserving machine learning framework, named PFMLP, based on partially homomorphic encryption and federated...

(This article belongs to the Section Cybersecurity)
  • Review
  • Open Access
404 Citations
57,678 Views
31 Pages

A Review of ARIMA vs. Machine Learning Approaches for Time Series Forecasting in Data Driven Networks

  • Vaia I. Kontopoulou,
  • Athanasios D. Panagopoulos,
  • Ioannis Kakkos and
  • George K. Matsopoulos

In the broad scientific field of time series forecasting, the ARIMA models and their variants have been widely applied for half a century now due to their mathematical simplicity and flexibility in application. However, with the recent advances in th...

(This article belongs to the Section Big Data and Augmented Intelligence)
  • Review
  • Open Access
379 Citations
63,791 Views
15 Pages

24 August 2023

Generative AI (artificial intelligence) refers to algorithms and models, such as OpenAI’s ChatGPT, that can be prompted to generate various types of content. In this narrative review, we present a selection of representative examples of generat...

(This article belongs to the Special Issue The Future Internet of Medical Things II)
  • Review
  • Open Access
270 Citations
41,511 Views
34 Pages

Graph Attention Networks: A Comprehensive Review of Methods and Applications

  • Aristidis G. Vrahatis,
  • Konstantinos Lazaros and
  • Sotiris Kotsiantis

3 September 2024

Real-world problems often exhibit complex relationships and dependencies, which can be effectively captured by graph learning systems. Graph attention networks (GATs) have emerged as a powerful and versatile framework in this direction, inspiring num...

  • Article
  • Open Access
269 Citations
17,629 Views
18 Pages

28 April 2021

Software-defined Networking (SDN) has recently developed and been put forward as a promising and encouraging solution for future internet architecture. Managed, the centralized and controlled network has become more flexible and visible using SDN. On...

(This article belongs to the Section Cybersecurity)
  • Article
  • Open Access
266 Citations
37,255 Views
20 Pages

Banking on Blockchain: Costs Savings Thanks to the Blockchain Technology

  • Luisanna Cocco,
  • Andrea Pinna and
  • Michele Marchesi

This paper looks at the challenges and opportunities of implementing blockchain technology across banking, providing food for thought about the potentialities of this disruptive technology. The blockchain technology can optimize the global financial...

  • Review
  • Open Access
257 Citations
22,881 Views
25 Pages

Low power wide area network (LPWAN) is a promising solution for long range and low power Internet of Things (IoT) and machine to machine (M2M) communication applications. This paper focuses on defining a systematic and powerful approach of identifyin...

(This article belongs to the Collection Featured Reviews of Future Internet Research)
  • Review
  • Open Access
252 Citations
28,060 Views
22 Pages

17 July 2013

This review gives an overview of the societal inequalities faced by people with intellectual disabilities, before focusing specifically on challenges people face accessing the Internet. Current access will be outlined along with the societal, support...

(This article belongs to the Special Issue Inequality in the Digital Environment)
  • Article
  • Open Access
250 Citations
12,758 Views
14 Pages

RDTIDS: Rules and Decision Tree-Based Intrusion Detection System for Internet-of-Things Networks

  • Mohamed Amine Ferrag,
  • Leandros Maglaras,
  • Ahmed Ahmim,
  • Makhlouf Derdour and
  • Helge Janicke

This paper proposes a novel intrusion detection system (IDS), named RDTIDS, for Internet-of-Things (IoT) networks. The RDTIDS combines different classifier approaches which are based on decision tree and rules-based concepts, namely, REP Tree, JRip a...

(This article belongs to the Special Issue Security and Reliability of IoT---Selected Papers from SecRIoT 2019)
  • Review
  • Open Access
249 Citations
47,051 Views
21 Pages

18 September 2020

Along with the growing threat of cyberattacks, cybersecurity has become one of the most important areas of the Internet of Things (IoT). The purpose of IoT cybersecurity is to reduce cybersecurity risk for organizations and users through the protecti...

(This article belongs to the Section Cybersecurity)
  • Article
  • Open Access
246 Citations
24,397 Views
12 Pages

An Overview of Vehicular Communications

  • Fabio Arena and
  • Giovanni Pau

24 January 2019

The transport sector is commonly subordinate to several issues, such as traffic congestion and accidents. Despite this, in recent years, it is also evolving with regard to cooperation between vehicles. The fundamental objective of this trend is to in...

(This article belongs to the Special Issue 10th Anniversary Feature Papers)
  • Article
  • Open Access
244 Citations
49,538 Views
21 Pages

29 December 2011

The OpenStreetMap (OSM) project is a prime example in the field of Volunteered Geographic Information (VGI). Worldwide, several hundred thousand people are currently contributing information to the “free” geodatabase. However, the data contributions...

(This article belongs to the Special Issue NeoGeography and WikiPlanning)
  • Review
  • Open Access
241 Citations
51,172 Views
36 Pages

Quantum Computing for Healthcare: A Review

  • Raihan Ur Rasool,
  • Hafiz Farooq Ahmad,
  • Wajid Rafique,
  • Adnan Qayyum,
  • Junaid Qadir and
  • Zahid Anwar

27 February 2023

In recent years, the interdisciplinary field of quantum computing has rapidly developed and garnered substantial interest from both academia and industry due to its ability to process information in fundamentally different ways, leading to hitherto u...

(This article belongs to the Special Issue Internet of Things (IoT) for Smart Living and Public Health)
  • Review
  • Open Access
223 Citations
51,101 Views
15 Pages

31 October 2014

Empirical studies clearly show that women in the developing world have significantly lower technology participation rates than men; a result of entrenched socio-cultural attitudes about the role of women in society. However, as studies are beginning...

(This article belongs to the Special Issue Digital Inequalities)
  • Article
  • Open Access
219 Citations
35,958 Views
14 Pages

Structure and Anonymity of the Bitcoin Transaction Graph

  • Micha Ober,
  • Stefan Katzenbeisser and
  • Kay Hamacher

7 May 2013

The Bitcoin network of decentralized payment transactions has attracted a lot of attention from both Internet users and researchers in recent years. Bitcoin utilizes a peer-to-peer network to issue anonymous payment transactions between different use...

  • Review
  • Open Access
214 Citations
33,104 Views
25 Pages

e-Health Cloud: Opportunities and Challenges

  • Eman AbuKhousa,
  • Nader Mohamed and
  • Jameela Al-Jaroodi

4 July 2012

As the costs of healthcare services rise and healthcare professionals are becoming scarce and hard to find, it is imminent that healthcare organizations consider adopting health information technology (HIT) systems. HIT allows health organizations to...

(This article belongs to the Special Issue Future e-Health)
  • Review
  • Open Access
208 Citations
43,134 Views
37 Pages

30 September 2020

Phishing attacks, which have existed for several decades and continue to be a major problem today, constitute a severe threat in the cyber world. Attackers are adopting multiple new and creative methods through which to conduct phishing attacks, whic...

(This article belongs to the Special Issue Security and Privacy in Social Networks and Solutions)
  • Article
  • Open Access
204 Citations
20,337 Views
34 Pages

A Survey on LoRaWAN Architecture, Protocol and Technologies

  • Mehmet Ali Ertürk,
  • Muhammed Ali Aydın,
  • Muhammet Talha Büyükakkaşlar and
  • Hayrettin Evirgen

17 October 2019

Internet of Things (IoT) expansion led the market to find alternative communication technologies since existing protocols are insufficient in terms of coverage, energy consumption to fit IoT needs. Low Power Wide Area Networks (LPWAN) emerged as an a...

  • Review
  • Open Access
204 Citations
36,344 Views
31 Pages

27 January 2014

User-generated content (UGC) platforms on the Internet have experienced a steep increase in data contributions in recent years. The ubiquitous usage of location-enabled devices, such as smartphones, allows contributors to share their geographic infor...

(This article belongs to the Special Issue NeoGeography and WikiPlanning 2014)
  • Article
  • Open Access
200 Citations
22,955 Views
16 Pages

Assessing Digital Transformation in Universities

  • Guillermo Rodríguez-Abitia and
  • Graciela Bribiesca-Correa

20 February 2021

Industry 4.0 and Society 5.0 are reshaping the way organizations function and interact with the communities they serve. The massive penetration of computer and network applications forces organizations to digitalize their processes and provide innova...

(This article belongs to the Special Issue Education 4.0 in the Transformation of Universities: Educational and Research Applications)
  • Review
  • Open Access
199 Citations
50,950 Views
45 Pages

TinyML for Ultra-Low Power AI and Large Scale IoT Deployments: A Systematic Review

  • Nikolaos Schizas,
  • Aristeidis Karras,
  • Christos Karras and
  • Spyros Sioutas

6 December 2022

The rapid emergence of low-power embedded devices and modern machine learning (ML) algorithms has created a new Internet of Things (IoT) era where lightweight ML frameworks such as TinyML have created new opportunities for ML algorithms running withi...

(This article belongs to the Section Network Virtualization and Edge/Fog Computing)
  • Review
  • Open Access
199 Citations
19,797 Views
37 Pages

Analysis of Cyber Security Attacks and Its Solutions for the Smart grid Using Machine Learning and Blockchain Methods

  • Tehseen Mazhar,
  • Hafiz Muhammad Irfan,
  • Sunawar Khan,
  • Inayatul Haq,
  • Inam Ullah,
  • Muhammad Iqbal and
  • Habib Hamam

19 February 2023

Smart grids are rapidly replacing conventional networks on a worldwide scale. A smart grid has drawbacks, just like any other novel technology. A smart grid cyberattack is one of the most challenging things to stop. The biggest problem is caused by m...

(This article belongs to the Section Cybersecurity)
  • Article
  • Open Access
198 Citations
41,173 Views
14 Pages

8 December 2020

The advent and incorporation of technology in businesses have reformed operations across industries. Notably, major technical shifts in e-commerce aim to influence customer behavior in favor of some products and brands. Artificial intelligence (AI) c...

(This article belongs to the Special Issue Data Science and Knowledge Discovery)
  • Article
  • Open Access
194 Citations
9,884 Views
12 Pages

Blockchain and Fog Based Architecture for Internet of Everything in Smart Cities

  • Parminder Singh,
  • Anand Nayyar,
  • Avinash Kaur and
  • Uttam Ghosh

Fog computing (FC) is used to reduce the energy consumption and latency for the heterogeneous communication approaches in the smart cities’ applications of the Internet of Everything (IoE). Fog computing nodes are connected through wired or wir...

(This article belongs to the Special Issue Special Issue on Cyber Physical Systems: Prospects, Challenges, and Role in Software Defined Networking and Blockchain)
  • Feature Paper
  • Article
  • Open Access
191 Citations
26,107 Views
24 Pages

How 5G Wireless (and Concomitant Technologies) Will Revolutionize Healthcare?

  • Siddique Latif,
  • Junaid Qadir,
  • Shahzad Farooq and
  • Muhammad Ali Imran

11 December 2017

The need to have equitable access to quality healthcare is enshrined in the United Nations (UN) Sustainable Development Goals (SDGs), which defines the developmental agenda of the UN for the next 15 years. In particular, the third SDG focuses on the...

(This article belongs to the Special Issue Communications and Computing for Sustainable Development Goals)
  • Feature Paper
  • Review
  • Open Access
190 Citations
54,330 Views
14 Pages

Instagram and WhatsApp in Health and Healthcare: An Overview

  • Maged N. Kamel Boulos,
  • Dean M. Giustini and
  • Steve Wheeler

Instagram and WhatsApp are two social media and networking services introduced in 2010. They are currently subsidiaries of Facebook, Inc., California, USA. Using evidence from the published literature and case reports indexed in PubMed and other sour...

  • Review
  • Open Access
189 Citations
19,438 Views
22 Pages

A Comprehensive Survey on Real-Time Applications of WSN

  • Ahmad Ali,
  • Yu Ming,
  • Sagnik Chakraborty and
  • Saima Iram

7 November 2017

Nowadays, the investigation of the Wireless Sensor Network (WSN) has materialized its functional area ubiquitously such as environmental engineering, industrial and business applications, military, feedstock and habitat, agriculture sector, seismic d...

(This article belongs to the Special Issue Communications and Computing for Sustainable Development Goals)
  • Review
  • Open Access
188 Citations
19,997 Views
25 Pages

21 February 2022

The Internet of Things (IoT) connects massive smart devices to collect big data and carry out the monitoring and control of numerous things in cyber-physical systems (CPS). By leveraging machine learning (ML) and deep learning (DL) techniques to anal...

(This article belongs to the Section Internet of Things)
  • Article
  • Open Access
182 Citations
18,781 Views
20 Pages

29 October 2020

The advent of social media, particularly Twitter, raises many issues due to a misunderstanding regarding the concept of freedom of speech. One of these issues is cyberbullying, which is a critical global issue that affects both individual victims and...

(This article belongs to the Section Cybersecurity)
  • Review
  • Open Access
182 Citations
59,645 Views
40 Pages

2 February 2021

The demands for information security in higher education will continue to increase. Serious data breaches have occurred already and are likely to happen again without proper risk management. This paper applies the Comprehensive Literature Review (CLR...

(This article belongs to the Special Issue Feature Papers for Future Internet—Cybersecurity Section)
  • Systematic Review
  • Open Access
181 Citations
31,306 Views
28 Pages

10 September 2024

Edge computing promising a vision of processing data close to its generation point, reducing latency and bandwidth usage compared with traditional cloud computing architectures, has attracted significant attention lately. The integration of edge comp...

(This article belongs to the Special Issue Privacy and Security Issues in IoT Systems)
  • Review
  • Open Access
179 Citations
19,307 Views
22 Pages

An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural Networks

  • Maurizio Capra,
  • Beatrice Bussolino,
  • Alberto Marchisio,
  • Muhammad Shafique,
  • Guido Masera and
  • Maurizio Martina

Deep Neural Networks (DNNs) are nowadays a common practice in most of the Artificial Intelligence (AI) applications. Their ability to go beyond human precision has made these networks a milestone in the history of AI. However, while on the one hand t...

(This article belongs to the Collection Featured Reviews of Future Internet Research)
  • Review
  • Open Access
178 Citations
36,827 Views
16 Pages

The idea and perception of good cyber security protection remains at the forefront of many organizations’ information and communication technology strategy and investment. However, delving deeper into the details of its implementation reveals t...

(This article belongs to the Special Issue Security and Privacy in Information and Communication Systems)
  • Article
  • Open Access
173 Citations
31,114 Views
33 Pages

The Cousins of Stuxnet: Duqu, Flame, and Gauss

  • Boldizsár Bencsáth,
  • Gábor Pék,
  • Levente Buttyán and
  • Márk Félegyházi

6 November 2012

Stuxnet was the first targeted malware that received worldwide attention forcausing physical damage in an industrial infrastructure seemingly isolated from the onlineworld. Stuxnet was a powerful targeted cyber-attack, and soon other malware samples...

  • Article
  • Open Access
171 Citations
15,574 Views
14 Pages

Deep Model Poisoning Attack on Federated Learning

  • Xingchen Zhou,
  • Ming Xu,
  • Yiming Wu and
  • Ning Zheng

Federated learning is a novel distributed learning framework, which enables thousands of participants to collaboratively construct a deep learning model. In order to protect confidentiality of the training data, the shared information between server...

(This article belongs to the Special Issue Distributed Systems and Artificial Intelligence)
  • Article
  • Open Access
168 Citations
20,629 Views
29 Pages

Creating Open Government Ecosystems: A Research and Development Agenda

  • Teresa M. Harrison,
  • Theresa A. Pardo and
  • Meghan Cook

23 October 2012

In this paper, we propose to view the concept of open government from the perspective of an ecosystem, a metaphor often used by policy makers, scholars, and technology gurus to convey a sense of the interdependent social systems of actors, organizati...

  • Article
  • Open Access
167 Citations
14,150 Views
15 Pages

SCADA System Testbed for Cybersecurity Research Using Machine Learning Approach

  • Marcio Andrey Teixeira,
  • Tara Salman,
  • Maede Zolanvari,
  • Raj Jain,
  • Nader Meskin and
  • Mohammed Samaka

This paper presents the development of a Supervisory Control and Data Acquisition (SCADA) system testbed used for cybersecurity research. The testbed consists of a water storage tank’s control system, which is a stage in the process of water treatmen...

  • Review
  • Open Access
166 Citations
30,734 Views
25 Pages

The Future of the Human–Machine Interface (HMI) in Society 5.0

  • Dimitris Mourtzis,
  • John Angelopoulos and
  • Nikos Panopoulos

27 April 2023

The blending of human and mechanical capabilities has become a reality in the realm of Industry 4.0. Enterprises are encouraged to design frameworks capable of harnessing the power of human and technological resources to enhance the era of Artificial...

(This article belongs to the Special Issue Internet of Things and Cyber-Physical Systems II)
  • Article
  • Open Access
165 Citations
19,602 Views
16 Pages

28 October 2022

The term Metaverse has received much attention in various industries, in society, and, increasingly, in scientific communities. This creates demand for a comprehensive and broadly accepted definition of the subject, which is well grounded in research...

(This article belongs to the Special Issue Virtual Reality and Metaverse: Impact on the Digital Transformation of Society)
  • Article
  • Open Access
162 Citations
30,564 Views
35 Pages

12 May 2014

We explain the notion of software-defined networking (SDN), whose southbound interface may be implemented by the OpenFlow protocol. We describe the operation of OpenFlow and summarize the features of specification versions 1.0–1.4. We give an overvie...

  • Article
  • Open Access
157 Citations
4,682 Views
20 Pages

26 January 2023

In general, reliable PV generation prediction is required to increase complete control quality and avoid potential damage. Accurate forecasting of direct solar radiation trends in PV power production could limit the influence of uncertainties on phot...

(This article belongs to the Section Internet of Things)
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