Traffic Anomaly Detection and Cause Identification Using Flow-level Measurements
Author: Gerhard Münz
Publisher:
Published: 2010
Total Pages: 228
ISBN-13: 9783937201122
DOWNLOAD EBOOK →Author: Gerhard Münz
Publisher:
Published: 2010
Total Pages: 228
ISBN-13: 9783937201122
DOWNLOAD EBOOK →Author: Guojun Wang
Publisher: Springer
Published: 2019-07-10
Total Pages: 506
ISBN-13: 3030249077
DOWNLOAD EBOOK →This book constitutes the refereed proceedings of the 12th International Conference on Security, Privacy, and Anonymity in Computation, Communication, and Storage, SpaCCS 2019, held in Atlanta, GA, USA in July 2019. The 37 full papers were carefully reviewed and selected from 109 submissions. The papers cover many dimensions including security algorithms and architectures, privacy-aware policies, regulations and techniques, anonymous computation and communication, encompassing fundamental theoretical approaches, practical experimental projects, and commercial application systems for computation, communication and storage.
Author: Marc Philippe Stöcklin
Publisher:
Published: 2011
Total Pages: 183
ISBN-13:
DOWNLOAD EBOOK →Author: Ivan Zelinka
Publisher: Springer Science & Business Media
Published: 2013-11-13
Total Pages: 529
ISBN-13: 3319005421
DOWNLOAD EBOOK →Prediction of behavior of the dynamical systems, analysis and modeling of its structure is vitally important problem in engineering, economy and science today. Examples of such systems can be seen in the world around us and of course in almost every scientific discipline including such “exotic” domains like the earth’s atmosphere, turbulent fluids, economies (exchange rate and stock markets), population growth, physics (control of plasma), information flow in social networks and its dynamics, chemistry and complex networks. To understand such dynamics and to use it in research or industrial applications, it is important to create its models. For this purpose there is rich spectra of methods, from classical like ARMA models or Box Jenkins method to such modern ones like evolutionary computation, neural networks, fuzzy logic, fractal geometry, deterministic chaos and more. This proceeding book is a collection of the accepted papers to conference Nostradamus that has been held in Ostrava, Czech Republic. Proceeding also comprises of outstanding keynote speeches by distinguished guest speakers: Guanrong Chen (Hong Kong), Miguel A. F. Sanjuan (Spain), Gennady Leonov and Nikolay Kuznetsov (Russia), Petr Škoda (Czech Republic). The main aim of the conference is to create periodical possibility for students, academics and researchers to exchange their ideas and novel methods. This conference will establish forum for presentation and discussion of recent trends in the area of applications of various predictive methods for researchers, students and academics.
Author: Eduardo H.M. Pena
Publisher: Infinite Study
Published:
Total Pages: 16
ISBN-13:
DOWNLOAD EBOOK →This study presents the correlational paraconsistent machine (CPM), a tool for anomaly detection that incorporates unsupervised models for traffic characterization and principles of paraconsistency, to inspect irregularities at the network traffic flow level.
Author:
Publisher: BoD – Books on Demand
Published: 2024-01-17
Total Pages: 170
ISBN-13: 183769026X
DOWNLOAD EBOOK →Author: Radu Dobrescu
Publisher: CRC Press
Published: 2016-10-03
Total Pages: 217
ISBN-13: 1315351390
DOWNLOAD EBOOK →This book offers a rigorous analysis of the achievements in the field of traffic control in large networks, oriented on two main aspects: the self-similarity in traffic behaviour and the scale-free characteristic of a complex network. Additionally, the authors propose a new insight in understanding the inner nature of things, and the cause-and-effect based on the identification of relationships and behaviours within a model, which is based on the study of the influence of the topological characteristics of a network upon the traffic behaviour. The effects of this influence are then discussed in order to find new solutions for traffic monitoring and diagnosis and also for traffic anomalies prediction. Although these concepts are illustrated using highly accurate, highly aggregated packet traces collected on backbone Internet links, the results of the analysis can be applied for any complex network whose traffic processes exhibit asymptotic self-similarity, perceived as an adaptability of traffic in networks. However, the problem with self-similar models is that they are computationally complex. Their fitting procedure is very time-consuming, while their parameters cannot be estimated based on the on-line measurements. In this aim, the main objective of this book is to discuss the problem of traffic prediction in the presence of self-similarity and particularly to offer a possibility to forecast future traffic variations and to predict network performance as precisely as possible, based on the measured traffic history.
Author: Steve Uhlig
Publisher: Springer
Published: 2007-06-30
Total Pages: 274
ISBN-13: 3540716173
DOWNLOAD EBOOK →This book constitutes the refereed proceedings of the 8th International Conference on Passive and Active Measurement, PAM 2007, held in Louvain-la-Neuve, Belgium, April 2007. Coverage focuses on research and practical applications of network measurement and analysis techniques, detailing interdomain routing, P2P, wireless 802.11, wireless 3G/CDMA/Bluetooth, infrastructure and services, traffic, and measurement principles.
Author: Sumeet Dua
Publisher: CRC Press
Published: 2016-04-19
Total Pages: 256
ISBN-13: 1439839433
DOWNLOAD EBOOK →With the rapid advancement of information discovery techniques, machine learning and data mining continue to play a significant role in cybersecurity. Although several conferences, workshops, and journals focus on the fragmented research topics in this area, there has been no single interdisciplinary resource on past and current works and possible