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Data Mining and Machine Learning in Cybersecurity

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 paths for future research in this area. This book fills this need. From basic concepts in machine learning and data mining to advanced problems in the machine learning domain, Data Mining and Machine Learning in Cybersecurity provides a unified reference for specific machine learning solutions to cybersecurity problems. It supplies a foundation in cybersecurity fundamentals and surveys contemporary challenges—detailing cutting-edge machine learning and data mining techniques. It also: Unveils cutting-edge techniques for detecting new attacks Contains in-depth discussions of machine learning solutions to detection problems Categorizes methods for detecting, scanning, and profiling intrusions and anomalies Surveys contemporary cybersecurity problems and unveils state-of-the-art machine learning and data mining solutions Details privacy-preserving data mining methods This interdisciplinary resource includes technique review tables that allow for speedy access to common cybersecurity problems and associated data mining methods. Numerous illustrative figures help readers visualize the workflow of complex techniques and more than forty case studies provide a clear understanding of the design and application of data mining and machine learning techniques in cybersecurity.

There are many avenues into this area, and, in recent research, machine-
learning and data-mining techniques have been applied to design, develop, and
improve algorithms and frameworks for cybersecurity system design. Intellectual
 ...

R and Data Mining

Examples and Case Studies

R and Data Mining introduces researchers, post-graduate students, and analysts to data mining using R, a free software environment for statistical computing and graphics. The book provides practical methods for using R in applications from academia to industry to extract knowledge from vast amounts of data. Readers will find this book a valuable guide to the use of R in tasks such as classification and prediction, clustering, outlier detection, association rules, sequence analysis, text mining, social network analysis, sentiment analysis, and more. Data mining techniques are growing in popularity in a broad range of areas, from banking to insurance, retail, telecom, medicine, research, and government. This book focuses on the modeling phase of the data mining process, also addressing data exploration and model evaluation. With three in-depth case studies, a quick reference guide, bibliography, and links to a wealth of online resources, R and Data Mining is a valuable, practical guide to a powerful method of analysis. Presents an introduction into using R for data mining applications, covering most popular data mining techniques Provides code examples and data so that readers can easily learn the techniques Features case studies in real-world applications to help readers apply the techniques in their work

Readers will find this book a valuable guide to the use of R in tasks such as classification and prediction, clustering, outlier detection, association rules, sequence analysis, text mining, social network analysis, sentiment analysis, and ...

Anders Lassen VC, MC of the SAS

The story of Anders Lassen is one of the most amazing and heroic of the Second World War – indeed in the history of the British armed services. He was awarded no less than three Military Crosses and the SAS regiment’s only Victoria Cross. From the day he stalked and killed a stag armed only with a knife, Lassen had been recognized as quite unique. He took part in a series of extraordinary strikes against the Axis powers in West Africa, Normandy, the Channel Islands, the Aegean and Greece, the Balkans and, finally, in Italy. This classic biography of a remarkable warrior, which was first published in 1988, is based on interviews with Lassens fellow soldiers and a wealth of original research. It covers each stage of Lassens short, brilliant career in vivid detail and offers a penetrating insight into the exceptional courage, confidence and single-minded motivation that lay behind Lassens extraordinary exploits. Mike Langley also reconstructs, using the testimony of survivors, the operation in which Lassen was killed and for which he was awarded the Victoria Cross.

The story of Anders Lassen is one of the most amazing and heroic of the Second World War – indeed in the history of the British armed services.

UML 2

UML est le langage de modélisation le plus utilisé dans l'iindustrie, principalement pour le développement logiciel. Ce livre, qui intègre les nouveautés liées à UML 2, présente les principaux concepts et les met en perspective au moyen de nombreux exemples commentés. II explique également comment les différents modèles nécessaires à la conception d'un logiciel se complètent pour en donner une vision exhaustive et cohérente. Les exercices corrigés, représentant la moitié du livre, permettent d'appliquer les notions présentées. Une étude de cas récapitulative rassemble les éléments essentiels du langage et montre comment mettre en oeuvre les nouveautés d'UML 2. L'ouvrage s'adresse aux étudiants de premier et de second cycles (IUT, BTS, universités et écoles d'ingénieurs) ainsi qu'aux professionnels. II constitue à la fois une méthode pratique d'apprentissage du langage UML, un support concis de révision et d'auto-évaluation, et un outil de travail précieux pour les professionnels en formation continue.

Ce livre, qui intègre les nouveautés liées à UML 2, présente les principaux concepts et les met en perspective au moyen de nombreux exemples commentés.

Best Ever Activity Book

123 projects for 7- to 12-year-olds to make and do. Projects include clay model-making, face painting, juggling and magic tricks.

123 projects for 7- to 12-year-olds to make and do. Projects include clay model-making, face painting, juggling and magic tricks.

Visual Modeling with Rational Rose 2002 and UML

Thoroughly updated and fully compliant with Rational Rose 2002, the latest release of the industry's most popular software modeling tool, this edition contains simplified, useful case studies and helps the reader understand the core concepts of modeling and how to use UML effectively.

Thoroughly updated and fully compliant with Rational Rose 2002, the latest release of the industry's most popular software modeling tool, this edition contains simplified, useful case studies and helps the reader understand the core ...

Berbagai pembacaan Quran

bait-bait syair Arab kuno dengan, kadang-kadang, petunjuk sederhana "seperti
dikatakan oleh seorang penyair". Itu berarti bahwa untuk pemapanan bentuk dan
kandungan normatif Wahyu, tafsir klasik telah menimba tanpa pertimbangan ...

The Economics of Fire Protection

This important new book, the first of its kind in the fire safety field, discusses the economic problems faced by decision-makers in the areas of fire safety and fire precautions. The author considers the theoretical aspects of cost-benefit analysis and other relevant economic problems with practical applications to fire protection systems. Clear examples are included to illustrate these techniques in action. The work covers: * the performance and effectiveness of passive fire protection measures such as structural fire resistance and means of escape facilities, and active systems such as sprinklers and detectors * the importance of educating for better understanding and implementation of fire prevention through publicity campaigns and fire brigade operations * cost-benefit analysis of fire protection measures and their combinations, taking into account trade-offs between these measures. The book is essential reading for consultants and academics in construction management, economics and fire safety, as well as for insurance and risk management professionals.

Table 5.5 is a general example illustrating the application of the exponential
model of fire growth in assessing the economic value of detectors. The input
figures in this table can be varied according to factors such as detector type,
occupancy ...