Anomaly Detection as a Service

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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.

Emergent Behavior in System of Systems Engineering

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Publisher : CRC Press
ISBN 13 : 1000622886
Total Pages : 301 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Emergent Behavior in System of Systems Engineering by : Larry B. Rainey

Download or read book Emergent Behavior in System of Systems Engineering written by Larry B. Rainey and published by CRC Press. This book was released on 2022-08-05 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book compiles real-world case studies on discovering, understanding and engineering emergent behaviors in a computational environment across multiple application domains such as wargaming, biology, IoT, disaster management and space architecting. All the application domains are described through an undercurrent of System of Systems (SoS) engineering in conjunction with theoretical foundations required for engineering a Modeling and Simulation SoS capable of displaying valid emergent behavior. An excellent read and state-of-the-art in M&S of emergent behavior in complex systems!" --Dr. Saurabh Mittal, Department Chief Scientist, The MITRE Corporation This book is the of its kind to address real-world applications of the phenomenon of emergent behavior in real-world system of systems. It launches from the foundation of theory and basic understanding of the subject of emergent behavior as found in system of systems applications. It includes real-world examples where emergent behavior is manifested. Each chapter addresses the following major points, which are exploratory in nature: the physical results of the presence of emergent behavior; the implications for the existence of emergent behavior; the manifestation of emergent behavior; and methods to either control emergent behavior assuming its effects are negative in nature, or capitalize on emergent behavior given its effects are positive in nature.

Artificial Intelligence and Security

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Publisher : Springer Nature
ISBN 13 : 303057881X
Total Pages : 841 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Artificial Intelligence and Security by : Xingming Sun

Download or read book Artificial Intelligence and Security written by Xingming Sun and published by Springer Nature. This book was released on 2020-08-31 with total page 841 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 12239-12240 constitutes the refereed proceedings of the 6th International Conference on Artificial Intelligence and Security, ICAIS 2020, which was held in Hohhot, China, in July 2020. The conference was formerly called “International Conference on Cloud Computing and Security” with the acronym ICCCS. The total of 142 full papers presented in this two-volume proceedings was carefully reviewed and selected from 1064 submissions. The papers were organized in topical sections as follows: Part I: Artificial intelligence and internet of things. Part II: Internet of things, information security, big data and cloud computing, and information processing.

Ccs '17

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Publisher :
ISBN 13 : 9781450349468
Total Pages : pages
Book Rating : 4.3/5 (494 download)

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Book Synopsis Ccs '17 by : Bhavani Thuraisingham

Download or read book Ccs '17 written by Bhavani Thuraisingham and published by . This book was released on 2017-10-30 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: CCS '17: 2017 ACM SIGSAC Conference on Computer and Communications Security Oct 30, 2017-Nov 03, 2017 Dallas, USA. You can view more information about this proceeding and all of ACM�s other published conference proceedings from the ACM Digital Library: http://www.acm.org/dl.

Machine Learning for Data Streams

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Publisher : MIT Press
ISBN 13 : 0262346052
Total Pages : 255 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Machine Learning for Data Streams by : Albert Bifet

Download or read book Machine Learning for Data Streams written by Albert Bifet and published by MIT Press. This book was released on 2018-03-16 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: A hands-on approach to tasks and techniques in data stream mining and real-time analytics, with examples in MOA, a popular freely available open-source software framework. Today many information sources—including sensor networks, financial markets, social networks, and healthcare monitoring—are so-called data streams, arriving sequentially and at high speed. Analysis must take place in real time, with partial data and without the capacity to store the entire data set. This book presents algorithms and techniques used in data stream mining and real-time analytics. Taking a hands-on approach, the book demonstrates the techniques using MOA (Massive Online Analysis), a popular, freely available open-source software framework, allowing readers to try out the techniques after reading the explanations. The book first offers a brief introduction to the topic, covering big data mining, basic methodologies for mining data streams, and a simple example of MOA. More detailed discussions follow, with chapters on sketching techniques, change, classification, ensemble methods, regression, clustering, and frequent pattern mining. Most of these chapters include exercises, an MOA-based lab session, or both. Finally, the book discusses the MOA software, covering the MOA graphical user interface, the command line, use of its API, and the development of new methods within MOA. The book will be an essential reference for readers who want to use data stream mining as a tool, researchers in innovation or data stream mining, and programmers who want to create new algorithms for MOA.

Privacy Enhancing Technologies

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Publisher : Springer
ISBN 13 : 3540687939
Total Pages : 438 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Privacy Enhancing Technologies by : George Danezis

Download or read book Privacy Enhancing Technologies written by George Danezis and published by Springer. This book was released on 2006-12-12 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 6th International Workshop on Privacy Enhancing Technologies, PET 2006, held in Cambridge, UK, in June 2006 co-located with WEIS 2006, the Workshop on the Economics of Information Security, and WOTE 2006, the IAVoSS Workshop On Trustworthy Elections. The 24 revised full papers present novel research on all theoretical and practical aspects of privacy technologies.

Knowledge Discovery from Data Streams

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Publisher : CRC Press
ISBN 13 : 1439826129
Total Pages : 256 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Knowledge Discovery from Data Streams by : Joao Gama

Download or read book Knowledge Discovery from Data Streams written by Joao Gama and published by CRC Press. This book was released on 2010-05-25 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the beginning of the Internet age and the increased use of ubiquitous computing devices, the large volume and continuous flow of distributed data have imposed new constraints on the design of learning algorithms. Exploring how to extract knowledge structures from evolving and time-changing data, Knowledge Discovery from Data Streams presents

Advanced Multimedia and Ubiquitous Engineering

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Publisher : Springer
ISBN 13 : 9789811313271
Total Pages : 885 pages
Book Rating : 4.3/5 (132 download)

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Book Synopsis Advanced Multimedia and Ubiquitous Engineering by : James J. Park

Download or read book Advanced Multimedia and Ubiquitous Engineering written by James J. Park and published by Springer. This book was released on 2018-11-11 with total page 885 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the combined proceedings of the 12th International Conference on Multimedia and Ubiquitous Engineering (MUE 2018) and the 13th International Conference on Future Information Technology (Future Tech 2018), both held in Salerno, Italy, April 23 - 25, 2018. The aim of these two meetings was to promote discussion and interaction among academics, researchers and professionals in the field of ubiquitous computing technologies. These proceedings reflect the state of the art in the development of computational methods, involving theory, algorithms, numerical simulation, error and uncertainty analysis and novel applications of new processing techniques in engineering, science, and other disciplines related to ubiquitous computing.

Research in Attacks, Intrusions, and Defenses

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Publisher : Springer
ISBN 13 : 3319663321
Total Pages : 501 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Research in Attacks, Intrusions, and Defenses by : Marc Dacier

Download or read book Research in Attacks, Intrusions, and Defenses written by Marc Dacier and published by Springer. This book was released on 2017-10-10 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed conference proceedings of the 20th International Symposium on Research in Attacks, Intrusions, and Defenses, RAID 2017, held in Atlanta, GA, USA, in September 2017. The 21 revised full papers were selected from 105 submissions. They are organized in the following topics: software security, intrusion detection, systems security, android security, cybercrime, cloud security, network security.

Detection of Intrusions and Malware, and Vulnerability Assessment

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Publisher : Springer
ISBN 13 : 3030220389
Total Pages : 509 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Detection of Intrusions and Malware, and Vulnerability Assessment by : Roberto Perdisci

Download or read book Detection of Intrusions and Malware, and Vulnerability Assessment written by Roberto Perdisci and published by Springer. This book was released on 2019-06-10 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 16th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment, DIMVA 2019, held in Gothenburg, Sweden, in June 2019. The 23 full papers presented in this volume were carefully reviewed and selected from 80 submissions. The contributions were organized in topical sections named: wild wild web; cyber-physical systems; malware; software security and binary analysis; network security; and attack mitigation.

Ensemble Machine Learning

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Publisher : Springer Science & Business Media
ISBN 13 : 1441993258
Total Pages : 332 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Ensemble Machine Learning by : Cha Zhang

Download or read book Ensemble Machine Learning written by Cha Zhang and published by Springer Science & Business Media. This book was released on 2012-02-17 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is common wisdom that gathering a variety of views and inputs improves the process of decision making, and, indeed, underpins a democratic society. Dubbed “ensemble learning” by researchers in computational intelligence and machine learning, it is known to improve a decision system’s robustness and accuracy. Now, fresh developments are allowing researchers to unleash the power of ensemble learning in an increasing range of real-world applications. Ensemble learning algorithms such as “boosting” and “random forest” facilitate solutions to key computational issues such as face recognition and are now being applied in areas as diverse as object tracking and bioinformatics. Responding to a shortage of literature dedicated to the topic, this volume offers comprehensive coverage of state-of-the-art ensemble learning techniques, including the random forest skeleton tracking algorithm in the Xbox Kinect sensor, which bypasses the need for game controllers. At once a solid theoretical study and a practical guide, the volume is a windfall for researchers and practitioners alike.

CIKM'13

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Publisher :
ISBN 13 : 9781450326964
Total Pages : 938 pages
Book Rating : 4.3/5 (269 download)

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Book Synopsis CIKM'13 by : CIKM 13 Conference Committee

Download or read book CIKM'13 written by CIKM 13 Conference Committee and published by . This book was released on 2013-10-27 with total page 938 pages. Available in PDF, EPUB and Kindle. Book excerpt: CIKM'13: 22nd ACM International Conference on Information and Knowledge Management Oct 27, 2013-Nov 01, 2013 San Francisco, USA. You can view more information about this proceeding and all of ACM�s other published conference proceedings from the ACM Digital Library: http://www.acm.org/dl.

Cryptography and Network Security

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Publisher : Krishna Prakashan Media
ISBN 13 : 9788182830271
Total Pages : 388 pages
Book Rating : 4.8/5 (32 download)

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Book Synopsis Cryptography and Network Security by :

Download or read book Cryptography and Network Security written by and published by Krishna Prakashan Media. This book was released on 2012 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Research in Attacks, Intrusions, and Defenses

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Publisher : Springer
ISBN 13 : 9783319457185
Total Pages : 0 pages
Book Rating : 4.4/5 (571 download)

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Book Synopsis Research in Attacks, Intrusions, and Defenses by : Fabian Monrose

Download or read book Research in Attacks, Intrusions, and Defenses written by Fabian Monrose and published by Springer. This book was released on 2016-09-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings oft he 19th International Symposium on Research in Attacks, Intrusions, and Defenses, RAID 2016, held in Evry, France, in September 2016. The 21 full papers presented were carefully reviewed and selected from 85 submissions. They are organized around the following topics: systems security; low-level attacks and defenses; measurement studies; malware analysis; network security; systematization of knowledge and experience reports; Web and mobile security.

Biometric-Based Physical and Cybersecurity Systems

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Publisher : Springer
ISBN 13 : 9783030075262
Total Pages : 610 pages
Book Rating : 4.0/5 (752 download)

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Book Synopsis Biometric-Based Physical and Cybersecurity Systems by : Mohammad S. Obaidat

Download or read book Biometric-Based Physical and Cybersecurity Systems written by Mohammad S. Obaidat and published by Springer. This book was released on 2019-11-17 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: