Mobile Agent Based Anomaly Detection And Verification System For Smart Home Sensor Networks

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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.

Anomaly Detection as a Service

Author : Danfeng (Daphne) Yao
Publisher : Morgan & Claypool Publishers
ISBN 13 : 168173110X
Total Pages : 175 pages
Book Rating : 4.6/5 (817 download)

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Book Synopsis Anomaly Detection as a Service by : Danfeng (Daphne) Yao

Download or read book Anomaly Detection as a Service written by Danfeng (Daphne) Yao and published by Morgan & Claypool Publishers. This book was released on 2017-10-24 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: Anomaly detection has been a long-standing security approach with versatile applications, ranging from securing server programs in critical environments, to detecting insider threats in enterprises, to anti-abuse detection for online social networks. Despite the seemingly diverse application domains, anomaly detection solutions share similar technical challenges, such as how to accurately recognize various normal patterns, how to reduce false alarms, how to adapt to concept drifts, and how to minimize performance impact. They also share similar detection approaches and evaluation methods, such as feature extraction, dimension reduction, and experimental evaluation. The main purpose of this book is to help advance the real-world adoption and deployment anomaly detection technologies, by systematizing the body of existing knowledge on anomaly detection. This book is focused on data-driven anomaly detection for software, systems, and networks against advanced exploits and attacks, but also touches on a number of applications, including fraud detection and insider threats. We explain the key technical components in anomaly detection workflows, give in-depth description of the state-of-the-art data-driven anomaly-based security solutions, and more importantly, point out promising new research directions. This book emphasizes on the need and challenges for deploying service-oriented anomaly detection in practice, where clients can outsource the detection to dedicated security providers and enjoy the protection without tending to the intricate details.

Machine Learning-based Anomaly Detection in Wireless Sensor Networks

Author : Ana Margarida de Oliveira Barroso
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (859 download)

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Book Synopsis Machine Learning-based Anomaly Detection in Wireless Sensor Networks by : Ana Margarida de Oliveira Barroso

Download or read book Machine Learning-based Anomaly Detection in Wireless Sensor Networks written by Ana Margarida de Oliveira Barroso and published by . This book was released on 2011 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mobile Agent Based Intrusion Detection for Smart and Connected Medical Devices

Author : Adedayo Odesile
Publisher :
ISBN 13 :
Total Pages : 64 pages
Book Rating : 4.:/5 (1 download)

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Book Synopsis Mobile Agent Based Intrusion Detection for Smart and Connected Medical Devices by : Adedayo Odesile

Download or read book Mobile Agent Based Intrusion Detection for Smart and Connected Medical Devices written by Adedayo Odesile and published by . This book was released on 2017 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advent of wearable and implantable devices have fostered recent advances in healthcare. Medical devices equipped with wireless connectivity to remote monitoring features are increasingly becoming connected to each other and the internet. Such smart and connected medical devices referred to as the Internet of Medical Things have enabled continuous real-time patient monitoring, increase in diagnostic accuracy, and effective treatment. Inspite of their numerous benefits, these devices open up newer attack surfaces thereby introducing multitude of security and privacy concerns. In this research, we design and develop a mobile agent based intrusion detection system to secure the network of connected medical devices. In particular, the proposed system is hierarchical, autonomous, and employs machine and regression algorithms to detect network level intrusions as well as anomalies in sensor data. Our simulation results reflect a relatively high detection accuracy with minimal resource overhead.

Intelligent Multi-agent System for Intrusion Detection and Countermeasures

Author : Guy Gary Helmer
Publisher :
ISBN 13 : 9780599971974
Total Pages : 310 pages
Book Rating : 4.9/5 (719 download)

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Book Synopsis Intelligent Multi-agent System for Intrusion Detection and Countermeasures by : Guy Gary Helmer

Download or read book Intelligent Multi-agent System for Intrusion Detection and Countermeasures written by Guy Gary Helmer and published by . This book was released on 2000 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent mobile agent systems offer a new approach to implementing intrusion detection systems (IDS). The prototype intrusion detection system, MAIDS, demonstrates the benefits of an agent-based IDS, including distributing the computational effort, reducing the amount of information sent over the network, platform independence, asynchronous operation, and modularity offering ease of updates. Anomaly detection agents use machine learning techniques to detect intrusions; one such agent processes streams of system calls from privileged processes. Misuse detection agents match known problems and correlate events to detect intrusions. Agents report intrusions to other agents and to the system administrator through the graphical user interface (GUI). A sound basis has been created for the intrusion detection system. Intrusions have been modeled using the Software Fault Tree Analysis (SFTA) technique; when augmented with constraint nodes describing trust, contextual, and temporal relationships, the SFTA forms a basis for stating the requirements of the intrusion detection system. Colored Petri Nets (CPN) have been created to model the design of the Intrusion Detection System. Algorithmic transformations are used to create CPN templates from augmented SFT and to create implementation templates from CPNs. The implementation maintains the CPN semantics in the distributed agent-based intrusion detection system.

An Agent-based Approach to Detect Mobile Malicious Nodes in a Static Wireless Sensor Network

Author : Sara Marouf
Publisher :
ISBN 13 :
Total Pages : 132 pages
Book Rating : 4.:/5 (96 download)

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Book Synopsis An Agent-based Approach to Detect Mobile Malicious Nodes in a Static Wireless Sensor Network by : Sara Marouf

Download or read book An Agent-based Approach to Detect Mobile Malicious Nodes in a Static Wireless Sensor Network written by Sara Marouf and published by . This book was released on 2014 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Ad Hoc and Sensor Networks

Author : Carlos de Morais Cordeiro
Publisher : World Scientific
ISBN 13 : 9814338885
Total Pages : 663 pages
Book Rating : 4.8/5 (143 download)

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Book Synopsis Ad Hoc and Sensor Networks by : Carlos de Morais Cordeiro

Download or read book Ad Hoc and Sensor Networks written by Carlos de Morais Cordeiro and published by World Scientific. This book was released on 2011 with total page 663 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive yet easy coverage of ad hoc and sensor networks and fills the gap of existing literature in this growing field. It emphasizes that there is a major interdependence among various layers of the network protocol stack. Contrary to wired or even one-hop cellular networks, the lack of a fixed infrastructure, the inherent mobility, the wireless channel, and the underlying routing mechanism by ad hoc and sensor networks introduce a number of technological challenges that are difficult to address within the boundaries of a single protocol layer. All existing textbooks on the subject often focus on a specific aspect of the technology, and fail to provide critical insights on cross-layer interdependencies. To fully understand these intriguing networks, one need to grasp specific solutions individually, and also the many interdependencies and cross-layer interactions.

Handbook of Medical and Healthcare Technologies

Author : Borko Furht
Publisher : Springer Science & Business Media
ISBN 13 : 1461484952
Total Pages : 530 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Handbook of Medical and Healthcare Technologies by : Borko Furht

Download or read book Handbook of Medical and Healthcare Technologies written by Borko Furht and published by Springer Science & Business Media. This book was released on 2013-11-20 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book equips readers to understand a complex range of healthcare products that are used to diagnose, monitor, and treat diseases or medical conditions affecting humans. The first part of the book presents medical technologies such as medical information retrieval, tissue engineering techniques, 3D medical imaging, nanotechnology innovations in medicine, medical wireless sensor networks, and knowledge mining techniques in medicine. The second half of the book focuses on healthcare technologies including prediction hospital readmission risk, modeling e-health framework, personal Web in healthcare, security issues for medical records, and personalized services in healthcare. The contributors are leading world researchers who share their innovations, making this handbook the definitive resource on these topics. Handbook of Medical and Healthcare Technologies is intended for a wide audience including academicians, designers, developers, researchers and advanced-level students. It is also valuable for business managers, entrepreneurs, and investors within the medical and healthcare industries.

Distributed Sensor Networks

Author : S. Sitharama Iyengar
Publisher : CRC Press
ISBN 13 : 1439862885
Total Pages : 927 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Distributed Sensor Networks by : S. Sitharama Iyengar

Download or read book Distributed Sensor Networks written by S. Sitharama Iyengar and published by CRC Press. This book was released on 2016-04-19 with total page 927 pages. Available in PDF, EPUB and Kindle. Book excerpt: The best-selling Distributed Sensor Networks became the definitive guide to understanding this far-reaching technology. Preserving the excellence and accessibility of its predecessor, Distributed Sensor Networks, Second Edition once again provides all the fundamentals and applications in one complete, self-contained source. Ideal as a tutorial for

Codes, Cryptology and Curves with Computer Algebra

Author : Ruud Pellikaan
Publisher : Cambridge University Press
ISBN 13 : 1108547826
Total Pages : 612 pages
Book Rating : 4.1/5 (85 download)

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Book Synopsis Codes, Cryptology and Curves with Computer Algebra by : Ruud Pellikaan

Download or read book Codes, Cryptology and Curves with Computer Algebra written by Ruud Pellikaan and published by Cambridge University Press. This book was released on 2017-11-02 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: This well-balanced text touches on theoretical and applied aspects of protecting digital data. The reader is provided with the basic theory and is then shown deeper fascinating detail, including the current state of the art. Readers will soon become familiar with methods of protecting digital data while it is transmitted, as well as while the data is being stored. Both basic and advanced error-correcting codes are introduced together with numerous results on their parameters and properties. The authors explain how to apply these codes to symmetric and public key cryptosystems and secret sharing. Interesting approaches based on polynomial systems solving are applied to cryptography and decoding codes. Computer algebra systems are also used to provide an understanding of how objects introduced in the book are constructed, and how their properties can be examined. This book is designed for Masters-level students studying mathematics, computer science, electrical engineering or physics.

Network Traffic Anomaly Detection and Prevention

Author : Monowar H. Bhuyan
Publisher : Springer
ISBN 13 : 3319651889
Total Pages : 278 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Network Traffic Anomaly Detection and Prevention by : Monowar H. Bhuyan

Download or read book Network Traffic Anomaly Detection and Prevention written by Monowar H. Bhuyan and published by Springer. This book was released on 2017-09-03 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: This indispensable text/reference presents a comprehensive overview on the detection and prevention of anomalies in computer network traffic, from coverage of the fundamental theoretical concepts to in-depth analysis of systems and methods. Readers will benefit from invaluable practical guidance on how to design an intrusion detection technique and incorporate it into a system, as well as on how to analyze and correlate alerts without prior information. Topics and features: introduces the essentials of traffic management in high speed networks, detailing types of anomalies, network vulnerabilities, and a taxonomy of network attacks; describes a systematic approach to generating large network intrusion datasets, and reviews existing synthetic, benchmark, and real-life datasets; provides a detailed study of network anomaly detection techniques and systems under six different categories: statistical, classification, knowledge-base, cluster and outlier detection, soft computing, and combination learners; examines alert management and anomaly prevention techniques, including alert preprocessing, alert correlation, and alert post-processing; presents a hands-on approach to developing network traffic monitoring and analysis tools, together with a survey of existing tools; discusses various evaluation criteria and metrics, covering issues of accuracy, performance, completeness, timeliness, reliability, and quality; reviews open issues and challenges in network traffic anomaly detection and prevention. This informative work is ideal for graduate and advanced undergraduate students interested in network security and privacy, intrusion detection systems, and data mining in security. Researchers and practitioners specializing in network security will also find the book to be a useful reference.

Computational Intelligence in Wireless Sensor Networks

Author : Ajith Abraham
Publisher : Springer
ISBN 13 : 3319477153
Total Pages : 220 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Computational Intelligence in Wireless Sensor Networks by : Ajith Abraham

Download or read book Computational Intelligence in Wireless Sensor Networks written by Ajith Abraham and published by Springer. This book was released on 2017-01-11 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book emphasizes the increasingly important role that Computational Intelligence (CI) methods are playing in solving a myriad of entangled Wireless Sensor Networks (WSN) related problems. The book serves as a guide for surveying several state-of-the-art WSN scenarios in which CI approaches have been employed. The reader finds in this book how CI has contributed to solve a wide range of challenging problems, ranging from balancing the cost and accuracy of heterogeneous sensor deployments to recovering from real-time sensor failures to detecting attacks launched by malicious sensor nodes and enacting CI-based security schemes. Network managers, industry experts, academicians and practitioners alike (mostly in computer engineering, computer science or applied mathematics) benefit from th e spectrum of successful applications reported in this book. Senior undergraduate or graduate students may discover in this book some problems well suited for their own research endeavors.

Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799853403
Total Pages : 2700 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing by : Management Association, Information Resources

Download or read book Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-01-25 with total page 2700 pages. Available in PDF, EPUB and Kindle. Book excerpt: Distributed systems intertwine with our everyday lives. The benefits and current shortcomings of the underpinning technologies are experienced by a wide range of people and their smart devices. With the rise of large-scale IoT and similar distributed systems, cloud bursting technologies, and partial outsourcing solutions, private entities are encouraged to increase their efficiency and offer unparalleled availability and reliability to their users. The Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing is a vital reference source that provides valuable insight into current and emergent research occurring within the field of distributed computing. It also presents architectures and service frameworks to achieve highly integrated distributed systems and solutions to integration and efficient management challenges faced by current and future distributed systems. Highlighting a range of topics such as data sharing, wireless sensor networks, and scalability, this multi-volume book is ideally designed for system administrators, integrators, designers, developers, researchers, academicians, and students.

Internet of Things (IoT) for Automated and Smart Applications

Author : Yasser Ismail
Publisher : BoD – Books on Demand
ISBN 13 : 1789840953
Total Pages : 154 pages
Book Rating : 4.7/5 (898 download)

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Book Synopsis Internet of Things (IoT) for Automated and Smart Applications by : Yasser Ismail

Download or read book Internet of Things (IoT) for Automated and Smart Applications written by Yasser Ismail and published by BoD – Books on Demand. This book was released on 2019-11-27 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Internet of Things (IoT) is a recent technology paradigm that creates a global network of machines and devices that are capable of communicating with each other. Security cameras, sensors, vehicles, buildings, and software are examples of devices that can exchange data between each other. IoT is recognized as one of the most important areas of future technologies and is gaining vast recognition in a wide range of applications and fields related to smart homes and cities, military, education, hospitals, homeland security systems, transportation and autonomous connected cars, agriculture, intelligent shopping systems, and other modern technologies. This book explores the most important IoT automated and smart applications to help the reader understand the principle of using IoT in such applications.

Security in Ad-hoc and Sensor Networks

Author : Claude Castelluccia
Publisher : Springer Science & Business Media
ISBN 13 : 3540243968
Total Pages : 239 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Security in Ad-hoc and Sensor Networks by : Claude Castelluccia

Download or read book Security in Ad-hoc and Sensor Networks written by Claude Castelluccia and published by Springer Science & Business Media. This book was released on 2005-01-24 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ad hoc and sensor networks are making their way from research to real-world deployments. Body and personal-area networks, intelligent homes, environmental monitoring or inter-vehicle communications: there is almost nothing left that is not going to be smart and networked. While a great amount of research has been devoted to the pure networking aspects, ad hoc and sensor networks will not be successfully deployed if security, dependability, and privacy issues are not addressed adequately. As the first book devoted to the topic, this volume constitutes the thoroughly refereed post-proceedings of the First European Workshop on Security in Ad-hoc and Sensor Networks, ESAS, 2004, held in Heidelberg, Germany in August 2004. The 17 revised full papers were carefully reviewed and selected from 55 submissions. Among the key topics addressed are key distribution and management, authentication, energy-aware cryptographic primitives, anonymity and pseudonymity, secure diffusion, secure peer-to-peer overlays, and RFIDs.

2019 13th International Conference on Sensing Technology (ICST)

Author : IEEE Staff
Publisher :
ISBN 13 : 9781728148083
Total Pages : pages
Book Rating : 4.1/5 (48 download)

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Book Synopsis 2019 13th International Conference on Sensing Technology (ICST) by : IEEE Staff

Download or read book 2019 13th International Conference on Sensing Technology (ICST) written by IEEE Staff and published by . This book was released on 2019-12-02 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: ICST 2019 is intended to provide a common forum for researchers, scientists, engineers and practitioners throughout the world to present their latest research findings, develop ments and applications in the area of sensing technology ICST 2019 will include keynote addresses by eminent scientists as well as special, regular and poster sessions

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.