David J. Marchette's Books

Computer Intrusion Detection and Network Monitoring

A Statistical Viewpoint

By: David J. Marchette

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Computer Intrusion Detection and Network Monitoring

A Statistical Viewpoint

By: David J. Marchette

This book covers the basic statistical and analytical techniques of computer intrusion detection. It is the first to present a data-centered approach to these problems. It begins with a description of the basics of TCP/IP, followed by chapters dealing with network traffic analysis, network monitoring for intrusion detection, host based intrusion detection, and computer viruses and other malicious code.

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Page Count

339

Publisher

Springer Science & Business Media

Published Date

ISBN 10

1475734581

ISBN 13

9781475734584

Random Graphs for Statistical Pattern Recognition

By: David J. Marchette

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Random Graphs for Statistical Pattern Recognition

By: David J. Marchette

A timely convergence of two widely used disciplines Random Graphs for Statistical Pattern Recognition is the first book to address the topic of random graphs as it applies to statistical pattern recognition. Both topics are of vital interest to researchers in various mathematical and statistical fields and have never before been treated together in one book. The use of data random graphs in pattern recognition in clustering and classification is discussed, and the applications for both disciplines are enhanced with new tools for the statistical pattern recognition community. New and interesting applications for random graph users are also introduced. This important addition to statistical literature features: Information that previously has been available only through scattered journal articles Practical tools and techniques for a wide range of real-world applications New perspectives on the relationship between pattern recognition and computational geometry Numerous experimental problems to encourage practical applications With its comprehensive coverage of two timely fields, enhanced with many references and real-world examples, Random Graphs for Statistical Pattern Recognition is a valuable resource for industry professionals and students alike.

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Page Count

261

Publisher

John Wiley & Sons

Published Date

ISBN 10

0471722081

ISBN 13

9780471722083

Cybersecurity Analytics

By: Rakesh M. Verma,David J. Marchette

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Cybersecurity Analytics

By: Rakesh M. Verma,David J. Marchette

Cybersecurity Analytics is for the cybersecurity student and professional who wants to learn data science techniques critical for tackling cybersecurity challenges, and for the data science student and professional who wants to learn about cybersecurity adaptations. Trying to build a malware detector, a phishing email detector, or just interested in finding patterns in your datasets? This book can let you do it on your own. Numerous examples and datasets links are included so that the reader can "learn by doing." Anyone with a basic college-level calculus course and some probability knowledge can easily understand most of the material. The book includes chapters containing: unsupervised learning, semi-supervised learning, supervised learning, text mining, natural language processing, and more. It also includes background on security, statistics, and linear algebra. The website for the book contains a listing of datasets, updates, and other resources for serious practitioners.

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Page Count

357

Publisher

CRC Press

Published Date

ISBN 10

1000727653

ISBN 13

9781000727654

Random Graphs for Statistical Pattern Recognition

By: David J. Marchette

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Random Graphs for Statistical Pattern Recognition

By: David J. Marchette

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N/A

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Solve jigsaw puzzle

Age

Page Count

261

Publisher

John Wiley & Sons

Published Date

ISBN 10

0471722081

ISBN 13

9780471722083

Book's by David J. Marchette

Computer Intrusion Detection and Network Monitoring

Computer Intrusion Detection and Network Monitoring

Random Graphs for Statistical Pattern Recognition

Random Graphs for Statistical Pattern Recognition

Cybersecurity Analytics

Cybersecurity Analytics

Random Graphs for Statistical Pattern Recognition

Random Graphs for Statistical Pattern Recognition

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