Internet of Things and Cyber-Physical Systems最新文献_第3页

Deep learning for cyber threat detection in IoT networks: A review 深度学习在物联网网络中的网络威胁检测:综述

Internet of Things and Cyber-Physical Systems Pub Date : 2023-10-10 DOI: 10.1016/j.iotcps.2023.09.003

Alyazia Aldhaheri, Fatima Alwahedi, Mohamed Amine Ferrag, Ammar Battah

{"title":"Deep learning for cyber threat detection in IoT networks: A review","authors":"Alyazia Aldhaheri, Fatima Alwahedi, Mohamed Amine Ferrag, Ammar Battah","doi":"10.1016/j.iotcps.2023.09.003","DOIUrl":"https://doi.org/10.1016/j.iotcps.2023.09.003","url":null,"abstract":"<div><p>The Internet of Things (IoT) has revolutionized modern tech with interconnected smart devices. While these innovations offer unprecedented opportunities, they also introduce complex security challenges. Cybersecurity is a pivotal concern for intrusion detection systems (IDS). Deep Learning has shown promise in effectively detecting and preventing cyberattacks on IoT devices. Although IDS is vital for safeguarding sensitive information by identifying and mitigating suspicious activities, conventional IDS solutions grapple with challenges in the IoT context. This paper delves into the cutting-edge intrusion detection methods for IoT security, anchored in Deep Learning. We review recent advancements in IDS for IoT, highlighting the underlying deep learning algorithms, associated datasets, types of attacks, and evaluation metrics. Further, we discuss the challenges faced in deploying Deep Learning for IoT security and suggest potential areas for future research. This survey will guide researchers and industry experts in adopting Deep Learning techniques in IoT security and intrusion detection.</p></div>","PeriodicalId":100724,"journal":{"name":"Internet of Things and Cyber-Physical Systems","volume":"4 ","pages":"Pages 110-128"},"PeriodicalIF":0.0,"publicationDate":"2023-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49883531","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Managing natural disasters: An analysis of technological advancements, opportunities, and challenges 管理自然灾害:技术进步、机遇和挑战的分析

Internet of Things and Cyber-Physical Systems Pub Date : 2023-09-30 DOI: 10.1016/j.iotcps.2023.09.002

Moez Krichen , Mohamed S. Abdalzaher , Mohamed Elwekeil , Mostafa M. Fouda

{"title":"Managing natural disasters: An analysis of technological advancements, opportunities, and challenges","authors":"Moez Krichen , Mohamed S. Abdalzaher , Mohamed Elwekeil , Mostafa M. Fouda","doi":"10.1016/j.iotcps.2023.09.002","DOIUrl":"https://doi.org/10.1016/j.iotcps.2023.09.002","url":null,"abstract":"<div><p>Natural disasters (NDs) have always been a major threat to human lives and infrastructure, causing immense damage and loss. In recent years, the increasing frequency and severity of natural disasters have highlighted the need for more effective and efficient disaster management strategies. In this context, the use of technology has emerged as a promising solution. In this survey paper, we explore the employment of recent technologies in order to relieve the impacts of various natural disasters. We provide an overview of how different technologies such as Remote Sensing, Radars and Satellite Imaging, internet-of-things (IoT), Smartphones, and Social Media can be utilized in the management of NDs. By utilizing these technologies, we can predict, respond, and recover from NDs more effectively, potentially saving human lives and minimizing infrastructure damage. The paper also highlights the potential benefits, limitations, and challenges associated with the implementation of these technologies for natural disaster management purposes. While the use of technology can significantly improve NDM, there are also various challenges that need to be addressed, such as the cost of implementation and the need for specialized knowledge and skills. Overall, this survey paper provides a comprehensive overview of the use of technology in managing NDs and sheds light on the important role such technologies can play in NDM. By exploring the potential applications of different technologies, this paper aims to contribute to the development of more effective and sustainable disaster management strategies.</p></div>","PeriodicalId":100724,"journal":{"name":"Internet of Things and Cyber-Physical Systems","volume":"4 ","pages":"Pages 99-109"},"PeriodicalIF":0.0,"publicationDate":"2023-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49883530","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Internet of things enabled parking management system using long range wide area network for smart city 物联网停车管理系统采用长程广域网实现智慧城市

Internet of Things and Cyber-Physical Systems Pub Date : 2023-09-09 DOI: 10.1016/j.iotcps.2023.09.001

Waheb A. Jabbar , Lu Yi Tiew , Nadiah Y. Ali Shah

{"title":"Internet of things enabled parking management system using long range wide area network for smart city","authors":"Waheb A. Jabbar , Lu Yi Tiew , Nadiah Y. Ali Shah","doi":"10.1016/j.iotcps.2023.09.001","DOIUrl":"https://doi.org/10.1016/j.iotcps.2023.09.001","url":null,"abstract":"<div><p>As the Internet of Things (IoT) evolves, it paves the way for vital smart city applications, with the Smart Parking Management System (SPMS) standing as a prime example. This research introduces a novel IoT-driven SPMS that leverages Long Range Wide Area Network (LoRaWAN) technology, termed as IoT-SPMS-LoRaWAN, to surmount typical restrictions related to communication range, energy usage, and implementation cost seen in traditional systems. IoT-SPMS-LoRaWAN features intelligent sensing nodes that incorporate an Arduino UNO microcontroller and two sensors—a triaxial magnetic sensor and a waterproof ultrasonic sensor. These components collaboratively detect vehicle occupancy and transmit this data to the server via a LoRaWAN gateway. Notably, the integration of LoRa technology enables extensive network coverage and energy efficiency. Users are provided with real-time updates on parking availability via the accessible AllThingsTalk Maker graphical user interface. Additionally, the system operates independently, sustained by a solar-powered rechargeable battery. Practical testing of IoT-SPMS-LoRaWAN under various scenarios validates its merits in terms of functionality, ease of use, reliable data transmission, and precision. Its urban implementation is expected to alleviate traffic congestion, optimize parking utilization, and elevate awareness about available parking spaces among users. Primarily, this study enriches the realm of smart city solutions by enhancing the efficiency of parking management and user experience via IoT.</p></div>","PeriodicalId":100724,"journal":{"name":"Internet of Things and Cyber-Physical Systems","volume":"4 ","pages":"Pages 82-98"},"PeriodicalIF":0.0,"publicationDate":"2023-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49884559","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Wireless real-time monitoring based on triboelectric nanogenerator with artificial intelligence 基于人工智能摩擦纳米发电机的无线实时监测

Internet of Things and Cyber-Physical Systems Pub Date : 2023-09-04 DOI: 10.1016/j.iotcps.2023.08.001

Dexin Tang , Yuankai Zhou , Xin Cui , Yan Zhang

引用次数: 0

Enhancing identity and access management using Hyperledger Fabric and OAuth 2.0: A block-chain-based approach for security and scalability for healthcare industry 使用Hyperledger Fabric和OAuth 2.0增强身份和访问管理:一种基于区块链的医疗保健行业安全性和可扩展性方法

Internet of Things and Cyber-Physical Systems Pub Date : 2023-07-19 DOI: 10.1016/j.iotcps.2023.07.004

Shrabani Sutradhar , Sunil Karforma , Rajesh Bose , Sandip Roy , Sonia Djebali , Debnath Bhattacharyya

{"title":"Enhancing identity and access management using Hyperledger Fabric and OAuth 2.0: A block-chain-based approach for security and scalability for healthcare industry","authors":"Shrabani Sutradhar , Sunil Karforma , Rajesh Bose , Sandip Roy , Sonia Djebali , Debnath Bhattacharyya","doi":"10.1016/j.iotcps.2023.07.004","DOIUrl":"https://doi.org/10.1016/j.iotcps.2023.07.004","url":null,"abstract":"<div><p>Block-chain-based Identity and access management framework is a promising solution to privacy and security issues raised during the exchange of patient data in the healthcare industry. This technology ensures the confidentiality and integrity of sensitive information by providing a decentralized and immutable ledger. In our research, we propose an identity and access management system that employs Hyper-ledger Fabric and OAuth 2.0 for improved security and scalability. This combination allows for transparency and immutability of user transactions and minimizes the risk of fraud and unauthorized access. Additionally, Hyper-ledger Fabric's privacy, security, and scalability features enable granular access control to sensitive information, while OAuth 2.0 authorizes only trusted third-party applications to access specific data on the Fabric network. The proposed approach can handle large volumes of data and support multiple applications, thus providing a secure and scalable solution for managing access to the Fabric network. Moreover, our solution employs Role-based access control based on the patient's role, ensuring privacy and confidentiality. Our statistical analysis demonstrates that the proposed approach can efficiently and securely manage patient identity and access, potentially transforming the healthcare industry by enhancing data interoperability, reducing fraud and errors, and improving patient privacy and security. Furthermore, our solution can facilitate compliance with regulatory requirements such as HIPAA and GDPR.</p></div>","PeriodicalId":100724,"journal":{"name":"Internet of Things and Cyber-Physical Systems","volume":"4 ","pages":"Pages 49-67"},"PeriodicalIF":0.0,"publicationDate":"2023-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49884560","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Fault aware task scheduling in cloud using min-min and DBSCAN 基于最小最小和DBSCAN的云故障感知任务调度

Internet of Things and Cyber-Physical Systems Pub Date : 2023-07-18 DOI: 10.1016/j.iotcps.2023.07.003

S.M.F D Syed Mustapha , Punit Gupta

{"title":"Fault aware task scheduling in cloud using min-min and DBSCAN","authors":"S.M.F D Syed Mustapha , Punit Gupta","doi":"10.1016/j.iotcps.2023.07.003","DOIUrl":"https://doi.org/10.1016/j.iotcps.2023.07.003","url":null,"abstract":"<div><p>Cloud computing leverages computing resources by managing these resources globally in a more efficient manner as compared to individual resource services. It requires us to deliver the resources in a heterogeneous environment and also in a highly dynamic nature. Hence, there is always a risk of resource allocation failure that can maximize the delay in task execution. Such adverse impact in the cloud environment also raises questions on quality of service (QoS). Resource management for cloud application and service have bigger challenges and many researchers have proposed several solutions but there is room for improvement. Clustering the resources clustering and mapping them according to task can also be an option to deal with such task failure or mismanaged resource allocation. Density-based spatial clustering of applications with noise (DBSCAN) is a stochastic approach-based algorithm which has the capability to cluster the resources in a cloud environment. The proposed algorithm considers high execution enabled powerful data centers with least fault probability during resource allocation which reduces the probability of fault and increases the tolerance. The simulation is cone using CloudsSim 5.0 tool kit. The results show 25% average improve in execution time, 6.5% improvement in number of task completed and 3.48% improvement in count of task failed as compared to ACO, PSO, BB-BC (Bib = g bang Big Crunch) and WHO(Whale optimization algorithm).</p></div>","PeriodicalId":100724,"journal":{"name":"Internet of Things and Cyber-Physical Systems","volume":"4 ","pages":"Pages 68-76"},"PeriodicalIF":0.0,"publicationDate":"2023-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49884561","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

DBSCAN inspired task scheduling algorithm for cloud infrastructure 基于DBSCAN的云基础设施任务调度算法

Internet of Things and Cyber-Physical Systems Pub Date : 2023-07-14 DOI: 10.1016/j.iotcps.2023.07.001

S.M.F D Syed Mustapha , Punit Gupta

引用次数: 0

Points of interest in the city of Barcelos in Portugal through augmented reality 通过增强现实技术在葡萄牙巴塞洛斯市的景点

Internet of Things and Cyber-Physical Systems Pub Date : 2023-07-13 DOI: 10.1016/j.iotcps.2023.07.002

Miguel Pereira , João Carlos Silva , Marisa Pinheiro , Sandro Carvalho , Gilberto Santos

引用次数: 1

Transformative effects of ChatGPT on modern education: Emerging Era of AI Chatbots ChatGPT对现代教育的变革影响:人工智能聊天机器人的新兴时代

Internet of Things and Cyber-Physical Systems Pub Date : 2023-06-19 DOI: 10.1016/j.iotcps.2023.06.002

Sukhpal Singh Gill , Minxian Xu , Panos Patros , Huaming Wu , Rupinder Kaur , Kamalpreet Kaur , Stephanie Fuller , Manmeet Singh , Priyansh Arora , Ajith Kumar Parlikad , Vlado Stankovski , Ajith Abraham , Soumya K. Ghosh , Hanan Lutfiyya , Salil S. Kanhere , Rami Bahsoon , Omer Rana , Schahram Dustdar , Rizos Sakellariou , Steve Uhlig , Rajkumar Buyya

{"title":"Transformative effects of ChatGPT on modern education: Emerging Era of AI Chatbots","authors":"Sukhpal Singh Gill , Minxian Xu , Panos Patros , Huaming Wu , Rupinder Kaur , Kamalpreet Kaur , Stephanie Fuller , Manmeet Singh , Priyansh Arora , Ajith Kumar Parlikad , Vlado Stankovski , Ajith Abraham , Soumya K. Ghosh , Hanan Lutfiyya , Salil S. Kanhere , Rami Bahsoon , Omer Rana , Schahram Dustdar , Rizos Sakellariou , Steve Uhlig , Rajkumar Buyya","doi":"10.1016/j.iotcps.2023.06.002","DOIUrl":"https://doi.org/10.1016/j.iotcps.2023.06.002","url":null,"abstract":"<div><p>ChatGPT, an AI-based chatbot, offers coherent and useful replies based on analysis of large volumes of data. In this article, leading academics, scientists, distinguish researchers and engineers discuss the transformative effects of ChatGPT on modern education. This research discusses ChatGPT capabilities and its use in the education sector, identifies potential concerns and challenges. Our preliminary evaluation shows that ChatGPT perform differently in different subject areas including finance, coding, maths, and general public queries. While ChatGPT has the ability to help educators by creating instructional content, offering suggestions and acting as an online educator to learners by answering questions, transforming education through smartphones and IoT gadgets, and promoting group work, there are clear drawbacks in its use, such as the possibility of producing inaccurate or false data and circumventing duplicate content (plagiarism) detectors where originality is essential. The often reported “hallucinations” within GenerativeAI in general, and also relevant for ChatGPT, can render its use of limited benefit where accuracy is essential. What ChatGPT lacks is a stochastic measure to help provide sincere and sensitive communication with its users. Academic regulations and evaluation practices used in educational institutions need to be updated, should ChatGPT be used as a tool in education. To address the transformative effects of ChatGPT on the learning environment, educating teachers and students alike about its capabilities and limitations will be crucial.</p></div>","PeriodicalId":100724,"journal":{"name":"Internet of Things and Cyber-Physical Systems","volume":"4 ","pages":"Pages 19-23"},"PeriodicalIF":0.0,"publicationDate":"2023-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49884566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 19

Unleashing the power of internet of things and blockchain: A comprehensive analysis and future directions 释放物联网与区块链的力量:综合分析与未来方向

Internet of Things and Cyber-Physical Systems Pub Date : 2023-06-19 DOI: 10.1016/j.iotcps.2023.06.003

Abderahman Rejeb , Karim Rejeb , Andrea Appolloni , Sandeep Jagtap , Mohammad Iranmanesh , Salem Alghamdi , Yaser Alhasawi , Yasanur Kayikci

{"title":"Unleashing the power of internet of things and blockchain: A comprehensive analysis and future directions","authors":"Abderahman Rejeb , Karim Rejeb , Andrea Appolloni , Sandeep Jagtap , Mohammad Iranmanesh , Salem Alghamdi , Yaser Alhasawi , Yasanur Kayikci","doi":"10.1016/j.iotcps.2023.06.003","DOIUrl":"https://doi.org/10.1016/j.iotcps.2023.06.003","url":null,"abstract":"<div><p>As the fusion of the Internet of Things (IoT) and blockchain technology advances, it is increasingly shaping diverse fields. The potential of this convergence to fortify security, enhance privacy, and streamline operations has ignited considerable academic interest, resulting in an impressive body of literature. However, there is a noticeable scarcity of studies employing Latent Dirichlet Allocation (LDA) to dissect and categorize this field. This review paper endeavours to bridge this gap by meticulously analysing a dataset of 4455 journal articles drawn solely from the Scopus database, cantered around IoT and blockchain applications. Utilizing LDA, we have extracted 14 distinct topics from the collection, offering a broad view of the research themes in this interdisciplinary domain. Our exploration underscores an upswing in research pertaining to IoT and blockchain, emphasizing the rising prominence of this technological amalgamation. Among the most recurrent themes are IoT and blockchain integration in supply chain management and blockchain in healthcare data management and security, indicating the significant potential of this convergence to transform supply chains and secure healthcare data. Meanwhile, the less frequently discussed topics include access control and management in blockchain-based IoT systems and energy efficiency in wireless sensor networks using blockchain and IoT. To the best of our knowledge, this paper is the first to apply LDA in the context of IoT and blockchain research, providing unique perspectives on the existing literature. Moreover, our findings pave the way for proposed future research directions, stimulating further investigation into the less explored aspects and sustaining the growth of this dynamic field.</p></div>","PeriodicalId":100724,"journal":{"name":"Internet of Things and Cyber-Physical Systems","volume":"4 ","pages":"Pages 1-18"},"PeriodicalIF":0.0,"publicationDate":"2023-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49884565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5