Anomaly Detection In Smart City Wireless Sensor Networks

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Anomaly Detection in Smart City Wireless Sensor Networks

Author : Víctor Garcia Font
Publisher :
ISBN 13 :
Total Pages : 162 pages
Book Rating : 4.:/5 (112 download)

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Book Synopsis Anomaly Detection in Smart City Wireless Sensor Networks by : Víctor Garcia Font

Download or read book Anomaly Detection in Smart City Wireless Sensor Networks written by Víctor Garcia Font and published by . This book was released on 2018 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aquesta tesi proposa una plataforma de detecció d'intrusions per a revelar atacs a les xarxes de sensors sense fils (WSN, per les sigles en anglès) de les ciutats intel·ligents (smart cities). La plataforma està dissenyada tenint en compte les necessitats dels administradors de la ciutat intel·ligent, els quals necessiten accés a una arquitectura centralitzada que pugui gestionar alarmes de seguretat en un sistema altament heterogeni i distribuït. En aquesta tesi s'identifiquen els diversos passos necessaris des de la recollida de dades fins a l'execució de les tècniques de detecció d'intrusions i s'avalua que el procés sigui escalable i capaç de gestionar dades típiques de ciutats intel·ligents. A més, es comparen diversos algorismes de detecció d'anomalies i s'observa que els mètodes de vectors de suport d'una mateixa classe (one-class support vector machines) resulten la tècnica multivariant més adequada per a descobrir atacs tenint en compte les necessitats d'aquest context. Finalment, es proposa un esquema per a ajudar els administradors a identificar els tipus d'atacs rebuts a partir de les alarmes disparades.

Smart Cities: An Anomaly Detection in Wireless Sensor Network

Author : Hitesh Shah
Publisher :
ISBN 13 : 9783330039384
Total Pages : 60 pages
Book Rating : 4.0/5 (393 download)

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Book Synopsis Smart Cities: An Anomaly Detection in Wireless Sensor Network by : Hitesh Shah

Download or read book Smart Cities: An Anomaly Detection in Wireless Sensor Network written by Hitesh Shah and published by . This book was released on 2017-04-04 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Industrial Wireless Sensor Networks

Author : V. Çağrı Güngör
Publisher : CRC Press
ISBN 13 : 1466500522
Total Pages : 406 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Industrial Wireless Sensor Networks by : V. Çağrı Güngör

Download or read book Industrial Wireless Sensor Networks written by V. Çağrı Güngör and published by CRC Press. This book was released on 2017-12-19 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: The collaborative nature of industrial wireless sensor networks (IWSNs) brings several advantages over traditional wired industrial monitoring and control systems, including self-organization, rapid deployment, flexibility, and inherent intelligent processing. In this regard, IWSNs play a vital role in creating more reliable, efficient, and productive industrial systems, thus improving companies’ competitiveness in the marketplace. Industrial Wireless Sensor Networks: Applications, Protocols, and Standards examines the current state of the art in industrial wireless sensor networks and outlines future directions for research. What Are the Main Challenges in Developing IWSN Systems? Featuring contributions by researchers around the world, this book explores the software and hardware platforms, protocols, and standards that are needed to address the unique challenges posed by IWSN systems. It offers an in-depth review of emerging and already deployed IWSN applications and technologies, and outlines technical issues and design objectives. In particular, the book covers radio technologies, energy harvesting techniques, and network and resource management. It also discusses issues critical to industrial applications, such as latency, fault tolerance, synchronization, real-time constraints, network security, and cross-layer design. A chapter on standards highlights the need for specific wireless communication standards for industrial applications. A Starting Point for Further Research Delving into wireless sensor networks from an industrial perspective, this comprehensive work provides readers with a better understanding of the potential advantages and research challenges of IWSN applications. A contemporary reference for anyone working at the cutting edge of industrial automation, communication systems, and networks, it will inspire further exploration in this promising research area.

Mobile Agent-Based Anomaly Detection and Verification System for Smart Home Sensor Networks

Author : Muhammad Usman
Publisher : Springer
ISBN 13 : 9811074674
Total Pages : 154 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Mobile Agent-Based Anomaly Detection and Verification System for Smart Home Sensor Networks by : Muhammad Usman

Download or read book Mobile Agent-Based Anomaly Detection and Verification System for Smart Home Sensor Networks written by Muhammad Usman and published by Springer. This book was released on 2018-01-31 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest developments regarding a detailed mobile agent-enabled anomaly detection and verification system for resource constrained sensor networks; a number of algorithms on multi-aspect anomaly detection in sensor networks; several algorithms on mobile agent transmission optimization in resource constrained sensor networks; an algorithm on mobile agent-enabled in situ verification of anomalous sensor nodes; a detailed Petri Net-based formal modeling and analysis of the proposed system, and an algorithm on fuzzy logic-based cross-layer anomaly detection and mobile agent transmission optimization. As such, it offers a comprehensive text for interested readers from academia and industry alike.

Computational Science – ICCS 2020

Author : Valeria V. Krzhizhanovskaya
Publisher : Springer Nature
ISBN 13 : 3030504239
Total Pages : 682 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Computational Science – ICCS 2020 by : Valeria V. Krzhizhanovskaya

Download or read book Computational Science – ICCS 2020 written by Valeria V. Krzhizhanovskaya and published by Springer Nature. This book was released on 2020-06-19 with total page 682 pages. Available in PDF, EPUB and Kindle. Book excerpt: The seven-volume set LNCS 12137, 12138, 12139, 12140, 12141, 12142, and 12143 constitutes the proceedings of the 20th International Conference on Computational Science, ICCS 2020, held in Amsterdam, The Netherlands, in June 2020.* The total of 101 papers and 248 workshop papers presented in this book set were carefully reviewed and selected from 719 submissions (230 submissions to the main track and 489 submissions to the workshops). The papers were organized in topical sections named: Part I: ICCS Main Track Part II: ICCS Main Track Part III: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Agent-Based Simulations, Adaptive Algorithms and Solvers; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Biomedical and Bioinformatics Challenges for Computer Science Part IV: Classifier Learning from Difficult Data; Complex Social Systems through the Lens of Computational Science; Computational Health; Computational Methods for Emerging Problems in (Dis-)Information Analysis Part V: Computational Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems; Computer Graphics, Image Processing and Artificial Intelligence Part VI: Data Driven Computational Sciences; Machine Learning and Data Assimilation for Dynamical Systems; Meshfree Methods in Computational Sciences; Multiscale Modelling and Simulation; Quantum Computing Workshop Part VII: Simulations of Flow and Transport: Modeling, Algorithms and Computation; Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Software Engineering for Computational Science; Solving Problems with Uncertainties; Teaching Computational Science; UNcErtainty QUantIficatiOn for ComputationAl modeLs *The conference was canceled due to the COVID-19 pandemic.

13th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2020)

Author : Álvaro Herrero
Publisher : Springer Nature
ISBN 13 : 3030578054
Total Pages : 477 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis 13th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2020) by : Álvaro Herrero

Download or read book 13th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2020) written by Álvaro Herrero and published by Springer Nature. This book was released on 2020-08-27 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains accepted papers presented at CISIS 2020 held in the beautiful and historic city of Burgos (Spain), in September 2020. The aim of the CISIS 2020 conference is to offer a meeting opportunity for academic and industry-related researchers belonging to the various, vast communities of computational intelligence, information security, and data mining. The need for intelligent, flexible behaviour by large, complex systems, especially in mission-critical domains, is intended to be the catalyst and the aggregation stimulus for the overall event. After a thorough peer-review process, the CISIS 2020 International Program Committee selected 43 papers which are published in these conference proceedings achieving an acceptance rate of 28%. Due to the COVID-19 outbreak, the CISIS 2020 edition was blended, combining on-site and on-line participation. In this relevant edition, a special emphasis was put on the organization of five special sessions related to relevant topics as Fake News Detection and Prevention, Mathematical Methods and Models in Cybersecurity, Measurements for a Dynamic Cyber-Risk Assessment, Cybersecurity in a Hybrid Quantum World, Anomaly/Intrusion Detection, and From the least to the least: cryptographic and data analytics solutions to fulfil least minimum privilege and endorse least minimum effort in information systems. The selection of papers was extremely rigorous in order to maintain the high quality of the conference and we would like to thank the members of the Program Committees for their hard work in the reviewing process. This is a crucial process to the creation of a high standard conference, and the CISIS conference would not exist without their help.

Randomly Deployed Wireless Sensor Networks

Author : Xi Chen
Publisher : Elsevier
ISBN 13 : 0128227710
Total Pages : 136 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Randomly Deployed Wireless Sensor Networks by : Xi Chen

Download or read book Randomly Deployed Wireless Sensor Networks written by Xi Chen and published by Elsevier. This book was released on 2020-06-18 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wireless sensor networks have a range of applications, including military uses and in environmental monitoring. When an area of interest is inaccessible by conventional means, such a network can be deployed in ways resulting in a random distribution of the sensors. Randomly Deployed Wireless Sensor Networks offers a probabilistic method to model and analyze these networks. The book considers the network design, coverage, target detection, localization and tracking of sensors in randomly deployed wireless networks, and proposes a stochastic model. It quantifies the relationship between parameters of the network and its performance, and puts forward a communication protocol. The title provides analyses and formulas, giving engineering insight into randomly deployed wireless sensor networks. Five chapters consider the analysis of coverage performance; working modes and scheduling mechanisms; the relationship between sensor behavior and network performance properties; probabilistic forwarding routing protocols; localization methods for multiple targets and target number estimation; and experiments on target localization and tracking with a Mica sensor system. Details a probabilistic method to model and analyze randomly deployed wireless sensor networks Gives working modes and scheduling mechanisms for sensor nodes, allowing high-probability of target detection Considers the relationship between sensor behaviour and network performance and lifetime Offers probabilistic forwarding routing protocols for randomly deployed wireless sensor networks Describes a method for localizing multiple targets and estimating their number

Proceedings of International Conference on Emerging Technologies and Intelligent Systems

Author : Mostafa Al-Emran
Publisher : Springer Nature
ISBN 13 : 3030859908
Total Pages : 1024 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Proceedings of International Conference on Emerging Technologies and Intelligent Systems by : Mostafa Al-Emran

Download or read book Proceedings of International Conference on Emerging Technologies and Intelligent Systems written by Mostafa Al-Emran and published by Springer Nature. This book was released on 2021-12-02 with total page 1024 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book sheds light on the emerging research trends in intelligent systems and their applications. It mainly focuses on four different themes, including Artificial Intelligence and Soft Computing, Information Security and Networking, Medical Informatics, and Advances in Information Systems. Each chapter contributes to the aforementioned themes by discussing the recent design, developments, and modifications of intelligent systems and their applications.

Machine Learning for Smart Environments/Cities

Author : Gonçalo Marques
Publisher : Springer Nature
ISBN 13 : 3030975169
Total Pages : 254 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Machine Learning for Smart Environments/Cities by : Gonçalo Marques

Download or read book Machine Learning for Smart Environments/Cities written by Gonçalo Marques and published by Springer Nature. This book was released on 2022-04-05 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces machine learning and its applications in smart environments/cities. At this stage, a comprehensive understanding of smart environment/city applications is critical for supporting future research. This book includes chapters written by researchers from different countries across the globe and identifies critical threads in research and also gaps that open up new and challenging lines of research for the future. Recent advances are discussed, and thorough reviews introduce readers to critical domains. The discussion on key research topics presented in this book accelerates smart city and smart environment implementations based on IoT technologies. Consequently, this book supports future research activities aimed at developing future IoT architectures for smart environments/cities.

Advanced Information Networking and Applications

Author : Leonard Barolli
Publisher : Springer
ISBN 13 : 3030150321
Total Pages : 1357 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Advanced Information Networking and Applications by : Leonard Barolli

Download or read book Advanced Information Networking and Applications written by Leonard Barolli and published by Springer. This book was released on 2019-03-14 with total page 1357 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of the book is to provide latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to the emerging areas of information networking and applications. Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations are emerging as a critically important disruptive computer class based on a new platform, networking structure and interface that enable novel, low cost and high volume applications. Several of such applications have been difficult to realize because of many interconnections problems. To fulfill their large range of applications different kinds of networks need to collaborate and wired and next generation wireless systems should be integrated in order to develop high performance computing solutions to problems arising from the complexities of these networks. This book covers the theory, design and applications of computer networks, distributed computing and information systems.

Proceedings of 3rd International Conference on Machine Learning, Advances in Computing, Renewable Energy and Communication

Author : Anuradha Tomar
Publisher : Springer Nature
ISBN 13 : 9811928282
Total Pages : 774 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of 3rd International Conference on Machine Learning, Advances in Computing, Renewable Energy and Communication by : Anuradha Tomar

Download or read book Proceedings of 3rd International Conference on Machine Learning, Advances in Computing, Renewable Energy and Communication written by Anuradha Tomar and published by Springer Nature. This book was released on 2022-09-17 with total page 774 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected papers presented at International Conference on Machine Learning, Advances in Computing, Renewable Energy and Communication (MARC 2021), held in Krishna Engineering College, Ghaziabad, India, during 10 – 11 December, 2021. This book discusses key concepts, challenges and potential solutions in connection with established and emerging topics in advanced computing, renewable energy and network communications.

Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities

Author : Pramanik, Sabyasachi
Publisher : IGI Global
ISBN 13 : 1668464101
Total Pages : 499 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities by : Pramanik, Sabyasachi

Download or read book Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities written by Pramanik, Sabyasachi and published by IGI Global. This book was released on 2023-02-17 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: A smart city utilizes ICT technologies to improve the working effectiveness, share various data with the citizens, and enhance political assistance and societal wellbeing. The fundamental needs of a smart and sustainable city are utilizing smart technology for enhancing municipal activities, expanding monetary development, and improving citizens’ standards of living. The Handbook of Research on Data-Driven Mathematical Modeling in Smart Cities discusses new mathematical models in smart and sustainable cities using big data, visualization tools in mathematical modeling, machine learning-based mathematical modeling, and more. It further delves into privacy and ethics in data analysis. Covering topics such as deep learning, optimization-based data science, and smart city automation, this premier reference source is an excellent resource for mathematicians, statisticians, computer scientists, civil engineers, government officials, students and educators of higher education, librarians, researchers, and academicians.

Identification of Outliers

Author : D. Hawkins
Publisher : Springer Science & Business Media
ISBN 13 : 9401539944
Total Pages : 194 pages
Book Rating : 4.4/5 (15 download)

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Book Synopsis Identification of Outliers by : D. Hawkins

Download or read book Identification of Outliers written by D. Hawkins and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: The problem of outliers is one of the oldest in statistics, and during the last century and a half interest in it has waxed and waned several times. Currently it is once again an active research area after some years of relative neglect, and recent work has solved a number of old problems in outlier theory, and identified new ones. The major results are, however, scattered amongst many journal articles, and for some time there has been a clear need to bring them together in one place. That was the original intention of this monograph: but during execution it became clear that the existing theory of outliers was deficient in several areas, and so the monograph also contains a number of new results and conjectures. In view of the enormous volume ofliterature on the outlier problem and its cousins, no attempt has been made to make the coverage exhaustive. The material is concerned almost entirely with the use of outlier tests that are known (or may reasonably be expected) to be optimal in some way. Such topics as robust estimation are largely ignored, being covered more adequately in other sources. The numerous ad hoc statistics proposed in the early work on the grounds of intuitive appeal or computational simplicity also are not discussed in any detail.

Computational Science and Its Applications – ICCSA 2017

Author : Osvaldo Gervasi
Publisher : Springer
ISBN 13 : 3319623982
Total Pages : 790 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Computational Science and Its Applications – ICCSA 2017 by : Osvaldo Gervasi

Download or read book Computational Science and Its Applications – ICCSA 2017 written by Osvaldo Gervasi and published by Springer. This book was released on 2017-07-13 with total page 790 pages. Available in PDF, EPUB and Kindle. Book excerpt: The six-volume set LNCS 10404-10409 constitutes the refereed proceedings of the 17th International Conference on Computational Science and Its Applications, ICCSA 2017, held in Trieste, Italy, in July 2017. The 313 full papers and 12 short papers included in the 6-volume proceedings set were carefully reviewed and selected from 1052 submissions. Apart from the general tracks, ICCSA 2017 included 43 international workshops in various areas of computational sciences, ranging from computational science technologies to specific areas of computational sciences, such as computer graphics and virtual reality. Furthermore, this year ICCSA 2017 hosted the XIV International Workshop On Quantum Reactive Scattering. The program also featured 3 keynote speeches and 4 tutorials.

Smart Cities

Author : Alex Khang
Publisher : CRC Press
ISBN 13 : 100099029X
Total Pages : 429 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Smart Cities by : Alex Khang

Download or read book Smart Cities written by Alex Khang and published by CRC Press. This book was released on 2023-11-30 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the basic principles of sustainable development in a smart city ecosystem to better serve the life of citizens. It examines smart city systems driven by emerging IoT-powered technologies and the other dependent platforms. Smart Cities: AI, IoT Technologies, Big Data Solutions, Cloud Platforms, and Cybersecurity Techniques discusses the design and implementation of the core components of the smart city ecosystem. The editors discuss the effective management and development of smart city infrastructures, starting with planning and integrating complex models and diverse frameworks into an ecosystem. Specifically the chapters examine the core infrastructure elements, including activities of the public and private services as well as innovative ICT solutions, computer vision, IoT technologies, data tools, cloud services, AR/VR technologies, cybersecurity techniques, treatment solution of the environmental water pollution, and other intelligent devices for supporting sustainable living in the smart environment. The chapters also discuss machine vision models and implementation as well as real-time robotic applications. Upon reading the book, users will be able to handle the challenges and improvements of security for smart systems, and will have the know-how to analyze and visualize data using big data tools and visualization applications. The book will provide the technologies, solutions as well as designs of smart cities with advanced tools and techniques for students, researchers, engineers, and academics.

The Impact of Digital Technologies on Public Health in Developed and Developing Countries

Author : Mohamed Jmaiel
Publisher : Springer Nature
ISBN 13 : 3030515176
Total Pages : 446 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis The Impact of Digital Technologies on Public Health in Developed and Developing Countries by : Mohamed Jmaiel

Download or read book The Impact of Digital Technologies on Public Health in Developed and Developing Countries written by Mohamed Jmaiel and published by Springer Nature. This book was released on 2020-06-24 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book constitutes the refereed proceedings of the 18th International Conference on String Processing and Information Retrieval, ICOST 2020, held in Hammamet, Tunisia, in June 2020.* The 17 full papers and 23 short papers presented in this volume were carefully reviewed and selected from 49 submissions. They cover topics such as: IoT and AI solutions for e-health; biomedical and health informatics; behavior and activity monitoring; behavior and activity monitoring; and wellbeing technology. *This conference was held virtually due to the COVID-19 pandemic.

Artificial and Cognitive Computing for Sustainable Healthcare Systems in Smart Cities

Author : Devasis Pradhan
Publisher : John Wiley & Sons
ISBN 13 : 1394297432
Total Pages : 292 pages
Book Rating : 4.3/5 (942 download)

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Book Synopsis Artificial and Cognitive Computing for Sustainable Healthcare Systems in Smart Cities by : Devasis Pradhan

Download or read book Artificial and Cognitive Computing for Sustainable Healthcare Systems in Smart Cities written by Devasis Pradhan and published by John Wiley & Sons. This book was released on 2024-05-29 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial and Cognitive Computing for Sustainable Healthcare Systems in Smart Cities delves into the transformative potential of artificial and cognitive computing in the realm of healthcare systems, maintaining a specific emphasis on sustainability. By exploring the integration of advanced technologies in smart cities, the authors examine and discuss how AI and cognitive computing can be harnessed to enhance healthcare delivery. The book provides focused navigation through innovative solutions and strategies that contribute to the creation of sustainable healthcare ecosystems within the dynamic environment of smart cities. From optimizing resource utilization to improving patient outcomes, this comprehensive exploration provides insight for readers with an interest in the future of healthcare within the era of intelligent urban development.