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,Vallipuram Muthukkumarasamy,Xin-Wen Wu,Surraya Khanum
Publisher : Springer
Page : 139 pages
File Size : 42,9 Mb
Release : 2018-01-31
Category : Computers
ISBN : 9789811074677

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Mobile Agent-Based Anomaly Detection and Verification System for Smart Home Sensor Networks by Muhammad Usman,Vallipuram Muthukkumarasamy,Xin-Wen Wu,Surraya Khanum Pdf

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.

Smart Anomaly Detection for Sensor Systems

Author : Antonio Liotta,Hedde Bosman,Giovanni Iacca
Publisher : Springer
Page : 0 pages
File Size : 51,8 Mb
Release : 2014-08-12
Category : Technology & Engineering
ISBN : 3319001639

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Smart Anomaly Detection for Sensor Systems by Antonio Liotta,Hedde Bosman,Giovanni Iacca Pdf

Like in the ecosystems of Nature, raw sensing is of little use unless we are also able to form higher-level interpretations of the collected data. How can we assess whether the sensed data is accurate? How can we tell whether a peculiar set of data arises from genuine conditions or is due to a faulty set of sensors? What is the normal operating condition of a digital sensor system? When is a deviation from normality to be interpreted as anomaly? This book explores the emerging area of sensor systems and applications from the particular perspective of anomaly detection. It gives the reader a head start on methods applicable to embedded sensor systems, showing the benefits of a range of computational approaches. After pinpointing the limitations of ‘deterministic’ anomaly detection, it becomes clear why the more promising approaches are those based on computational intelligence. The reader of this book will gain an in-depth understanding of anomaly detection in complex and unpredictable sensor systems, familiarizing with the most suitable machine learning techniques.

Ad Hoc and Sensor Networks

Author : Carlos de Morais Cordeiro,Dharma Prakash Agrawal
Publisher : World Scientific
Page : 663 pages
File Size : 47,8 Mb
Release : 2011
Category : Computers
ISBN : 9789814338899

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Ad Hoc and Sensor Networks by Carlos de Morais Cordeiro,Dharma Prakash Agrawal Pdf

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.

Next Generation Sensors and Systems

Author : Subhas Chandra Mukhopadhyay
Publisher : Springer
Page : 330 pages
File Size : 49,7 Mb
Release : 2015-07-28
Category : Technology & Engineering
ISBN : 9783319216713

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Next Generation Sensors and Systems by Subhas Chandra Mukhopadhyay Pdf

Written by experts in their area of research, this book has outlined the current status of the fundamentals and analytical concepts, modelling and design issues, technical details and practical applications of different types of sensors and discussed about the trends of next generation of sensors and systems happening in the area of Sensing technology. This book will be useful as a reference book for engineers and scientist especially the post-graduate students find will this book as reference book for their research on wearable sensors, devices and technologies.

Security in Wireless Ad Hoc and Sensor Networks

Author : Erdal Cayirci,Chunming Rong
Publisher : John Wiley & Sons
Page : 280 pages
File Size : 54,5 Mb
Release : 2008-12-30
Category : Technology & Engineering
ISBN : 0470516771

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Security in Wireless Ad Hoc and Sensor Networks by Erdal Cayirci,Chunming Rong Pdf

This book provides an in-depth guide to security in wireless ad hoc and sensor networks Security in Wireless Ad Hoc and Sensor Networks introduces the reader to the fundamentals and key issues related to wireless ad hoc networking, with an emphasis on security. It discusses the security attacks and counter measures in wireless ad hoc, sensor and mesh networks, and briefly presents the standards on related topics. The authors offer a clear exposition of various challenges and solutions in this field including bootstrapping, key distribution and exchange, authentication issues, privacy, anonymity and tamper resilience. Key Features: Introduces the fundamentals and key issues of the new technologies followed by comprehensive presentation on security attacks and counter measures Covers Denial of Service (DoS) attacks, hardware aspects of secure wireless ad hoc and sensor networks and secure routing Contains information on cryptographic primitives and electronic warfare Includes problems at the end of each chapter to enhance learning. This book is well suited for graduate students in computer, electrical and communications engineering and computer science departments, researchers in academia and industry, as well as C4I engineers and officers in the military. Wireless network designers for internet service providers and mobile communications operators will also find this book very useful.

Data Mining and Multi-agent Integration

Author : Longbing Cao
Publisher : Springer Science & Business Media
Page : 334 pages
File Size : 51,5 Mb
Release : 2009-07-25
Category : Computers
ISBN : 9781441905222

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Data Mining and Multi-agent Integration by Longbing Cao Pdf

Data Mining and Multi agent Integration aims to re?ect state of the art research and development of agent mining interaction and integration (for short, agent min ing). The book was motivated by increasing interest and work in the agents data min ing, and vice versa. The interaction and integration comes about from the intrinsic challenges faced by agent technology and data mining respectively; for instance, multi agent systems face the problem of enhancing agent learning capability, and avoiding the uncertainty of self organization and intelligence emergence. Data min ing, if integrated into agent systems, can greatly enhance the learning skills of agents, and assist agents with predication of future states, thus initiating follow up action or intervention. The data mining community is now struggling with mining distributed, interactive and heterogeneous data sources. Agents can be used to man age such data sources for data access, monitoring, integration, and pattern merging from the infrastructure, gateway, message passing and pattern delivery perspectives. These two examples illustrate the potential of agent mining in handling challenges in respective communities. There is an excellent opportunity to create innovative, dual agent mining interac tion and integration technology, tools and systems which will deliver results in one new technology.

Distributed Sensor Networks, Second Edition

Author : S. Sitharama Iyengar,Richard R. Brooks
Publisher : CRC Press
Page : 945 pages
File Size : 47,9 Mb
Release : 2012-09-24
Category : Computers
ISBN : 9781439862872

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Distributed Sensor Networks, Second Edition by S. Sitharama Iyengar,Richard R. Brooks Pdf

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 students or as research material for engineers, the book gives readers up-to-date, practical insight on all aspects of the field. Revised and expanded, this second edition incorporates contributions from many veterans of the DARPA ISO SENSIT program as well as new material from distinguished researchers in the field. Sensor Networking and Applications focuses on sensor deployment and networking, adaptive tasking, self-configuration, and system control. In the expanded applications section, the book draws on the insight of practitioners in the field. Readers of this book may also be interested in Distributed Sensor Networks, Second Edition: Image and Sensor Signal Processing (ISBN: 9781439862827).

Tactile Internet

Author : Frank H.P. Fitzek,Shu-Chen Li,Stefanie Speidel,Thorsten Strufe,Meryem Simsek,Martin Reisslein
Publisher : Academic Press
Page : 510 pages
File Size : 47,8 Mb
Release : 2021-03-06
Category : Computers
ISBN : 9780128213551

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Tactile Internet by Frank H.P. Fitzek,Shu-Chen Li,Stefanie Speidel,Thorsten Strufe,Meryem Simsek,Martin Reisslein Pdf

Tactile Internet with Human-in-the-Loop describes the change from the current Internet, which focuses on the democratization of information independent of location or time, to the Tactile Internet, which democratizes skills to promote equity that is independent of age, gender, sociocultural background or physical limitations. The book promotes the concept of the Tactile Internet for remote closed-loop human-machine interaction and describes the main challenges and key technologies. Current standardization activities in the field for IEEE and IETF are also described, making this book an ideal resource for researchers, graduate students, and industry R&D engineers in communications engineering, electronic engineering, and computer engineering. Provides a comprehensive reference that addresses all aspects of the Tactile Internet – technologies, engineering challenges, use cases and standards Written by leading researchers in the field Presents current standardizations surrounding the IETF and the IEEE Contains use cases that illustrate practical applications

2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)

Author : IEEE Staff
Publisher : Unknown
Page : 128 pages
File Size : 55,6 Mb
Release : 2020-07-13
Category : Electronic
ISBN : 1728173043

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2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) by IEEE Staff Pdf

COMPSAC is the IEEE Signature Conference on Computers, Software, and Applications It is one of the major international forums for academia, industry, and government to discuss research results, advancements and future trends in computer and software technologies and applications The technical program includes keynote addresses, research papers, industrial case studies, panel discussions, fast abstracts, doctoral symposium, poster sessions, and a number of workshops on emerging important topics

Security in Wireless Sensor Networks

Author : George S. Oreku,Tamara Pazynyuk
Publisher : Springer
Page : 87 pages
File Size : 45,8 Mb
Release : 2015-09-12
Category : Technology & Engineering
ISBN : 9783319212692

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Security in Wireless Sensor Networks by George S. Oreku,Tamara Pazynyuk Pdf

This monograph covers different aspects of sensor network security including new emerging technologies. The authors present a mathematical approach to the topic and give numerous practical examples as well as case studies to illustrate the theory. The target audience primarily comprises experts and practitioners in the field of sensor network security, but the book may also be beneficial for researchers in academia as well as for graduate students.

Internet of Things (IoT) for Automated and Smart Applications

Author : Yasser Ismail
Publisher : BoD – Books on Demand
Page : 154 pages
File Size : 48,9 Mb
Release : 2019-11-27
Category : Computers
ISBN : 9781789840957

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Internet of Things (IoT) for Automated and Smart Applications by Yasser Ismail Pdf

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.

Codes, Cryptology and Curves with Computer Algebra

Author : Ruud Pellikaan,Xin-Wen Wu,Stanislav Bulygin,Relinde Jurrius
Publisher : Cambridge University Press
Page : 611 pages
File Size : 44,6 Mb
Release : 2017-11-02
Category : Language Arts & Disciplines
ISBN : 9780521817110

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Codes, Cryptology and Curves with Computer Algebra by Ruud Pellikaan,Xin-Wen Wu,Stanislav Bulygin,Relinde Jurrius Pdf

Graduate-level introduction to error-correcting codes, which are used to protect digital data and applied in public key cryptosystems.

Managing and Mining Sensor Data

Author : Charu C. Aggarwal
Publisher : Springer Science & Business Media
Page : 547 pages
File Size : 40,6 Mb
Release : 2013-01-15
Category : Computers
ISBN : 9781461463092

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Managing and Mining Sensor Data by Charu C. Aggarwal Pdf

Advances in hardware technology have lead to an ability to collect data with the use of a variety of sensor technologies. In particular sensor notes have become cheaper and more efficient, and have even been integrated into day-to-day devices of use, such as mobile phones. This has lead to a much larger scale of applicability and mining of sensor data sets. The human-centric aspect of sensor data has created tremendous opportunities in integrating social aspects of sensor data collection into the mining process. Managing and Mining Sensor Data is a contributed volume by prominent leaders in this field, targeting advanced-level students in computer science as a secondary text book or reference. Practitioners and researchers working in this field will also find this book useful.

Wireless Networks and Security

Author : Shafiullah Khan,Al-Sakib Khan Pathan
Publisher : Springer Science & Business Media
Page : 513 pages
File Size : 47,6 Mb
Release : 2013-01-26
Category : Technology & Engineering
ISBN : 9783642361692

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Wireless Networks and Security by Shafiullah Khan,Al-Sakib Khan Pathan Pdf

“Wireless Networks and Security” provides a broad coverage of wireless security issues including cryptographic coprocessors, encryption, authentication, key management, attacks and countermeasures, secure routing, secure medium access control, intrusion detection, epidemics, security performance analysis, security issues in applications. The contributions identify various vulnerabilities in the physical layer, MAC layer, network layer, transport layer, and application layer, and focus on ways of strengthening security mechanisms and services throughout the layers. This carefully edited monograph is targeting for researchers, post-graduate students in universities, academics, and industry practitioners or professionals.

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

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2700 pages
File Size : 45,9 Mb
Release : 2021-01-25
Category : Computers
ISBN : 9781799853404

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

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.