Computer Intrusion Detection and Network Monitoring: A Statistical Viewpoint (Information Science and Statistics)
Marchette, David J.
ISBN 10: 0387952810 ISBN 13: 9780387952819
Published by Springer, 2001
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In the fall of 1999, I was asked to teach a course on computer intrusion detection for the Department of Mathematical Sciences of The Johns Hopkins University. That course was the genesis of this book. I had been working in the field for several years at the Naval Surface Warfare Center, in Dahlgren, Virginia, under the auspices of the SHADOW program, with some funding by the Office of Naval Research. In designing the class, I was concerned both with giving an overview of the basic problems in computer security, and with providing information that was of interest to a department of mathematicians. Thus, the focus of the course was to be more on methods for modeling and detecting intrusions rather than one on how to secure one's computer against intrusions. The first task was to find a book from which to teach. I was familiar with several books on the subject, but they were all at either a high level, focusing more on the political and policy aspects of the problem, or were written for security analysts, with little to interest a mathematician. I wanted to cover material that would appeal to the faculty members of the department, some of whom ended up sitting in on the course, as well as providing some interesting problems for students. None of the books on the market at the time had an adequate discussion of mathematical issues related to intrusion detection.
Product Description: Computer Intrusion Detection and Network Monitoring Discusses the topic of computer intrusion. This self-contained book presents a data-centered approach to these problems, and is useful researchers and practitioners in statistics and computer science interested in computer security.
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Title: Computer Intrusion Detection and Network ...
Publisher: Springer
Publication Date: 2001
Binding: Hardcover
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Computer Intrusion Detection and Network Monitoring, A Statistical Viewpoint.
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Gebunden. Condition: Gut. Gebraucht - Gut Verlagsmängelex., XVII, 332 p. 70 illus This book covers the basic statistical and analytical techniques of computer intrusion detection. It is aimed at both statisticians looking to become involved in the data analysis aspects of computer security and computer scientists looking to expand their toolbox of techniques for detecting intruders. The book is self-contained, assumng no expertise in either computer security or statistics. 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. Each section develops the necessary tools as needed. There is an extensive discussion of visualization as it relates to network data and intrusion detection. The book also contains a large bibliography covering the statistical, machine learning, and pattern recognition literature related to network monitoring and intrusion detection. David Marchette is a scientist at the Naval Surface Warfacre Center in Dalhgren, Virginia. He has worked at Navy labs for 15 years, doing research in pattern recognition, computational statistics, and image analysis. He has been a fellow by courtesy in the mathematical sciences department of the Johns Hopkins University since 2000. He has been working in conputer intrusion detection for several years, focusing on statistical methods for anomaly detection and visualization. Dr. Marchette received a Masters in Mathematics from the University of California, San Diego in 1982 and a Ph.D. in Computational Sciences and Informatics from George Mason University in 1996. For Practitioners, researchers, graduate students. Seller Inventory # 13926
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Computer Intrusion Detection and Network Monitoring A Statistical Viewpoint
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ISBN 10: 0387952810
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Hardcover. Condition: Near Fine. Dust Jacket Condition: No Dust Jacket. First Edition; First Printing. Name in ink on front pastedown, else Near Fine.; Information Science And Statistics; 8vo 8" - 9" tall; 333 pages. Seller Inventory # 79569
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Computer Intrusion Detection and Network Monitoring: A Statistical Viewpoint
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ISBN 10: 0387952810
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Addresses the timely topic of computer securitySelf-contained and assumes no expertise in computer security or statisticsAccessible to computer scientists, computer security professionals, and statisticiansThis book covers the basic statistical . Seller Inventory # 5912441
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Computer Intrusion Detection and Network Monitoring | A Statistical Viewpoint
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Buch. Condition: Neu. Computer Intrusion Detection and Network Monitoring | A Statistical Viewpoint | David J. Marchette | Buch | xvii | Englisch | 2001 | Springer US | EAN 9780387952819 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. Seller Inventory # 104778035
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Computer Intrusion Detection and Network Monitoring
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Buch. Condition: Neu. Neuware -In the fall of 1999, I was asked to teach a course on computer intrusion detection for the Department of Mathematical Sciences of The Johns Hopkins University. That course was the genesis of this book. I had been working in the field for several years at the Naval Surface Warfare Center, in Dahlgren, Virginia, under the auspices of the SHADOW program, with some funding by the Office of Naval Research. In designing the class, I was concerned both with giving an overview of the basic problems in computer security, and with providing information that was of interest to a department of mathematicians. Thus, the focus of the course was to be more on methods for modeling and detecting intrusions rather than one on how to secure one's computer against intrusions. The first task was to find a book from which to teach. I was familiar with several books on the subject, but they were all at either a high level, focusing more on the political and policy aspects of the problem, or were written for security analysts, with little to interest a mathematician. I wanted to cover material that would appeal to the faculty members of the department, some of whom ended up sitting in on the course, as well as providing some interesting problems for students. None of the books on the market at the time had an adequate discussion of mathematical issues related to intrusion detection.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 352 pp. Englisch. Seller Inventory # 9780387952819
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Computer Intrusion Detection and Network Monitoring
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ISBN 10: 0387952810
ISBN 13: 9780387952819
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book covers the basic statistical and analytical techniques of computer intrusion detection. It is aimed at both statisticians looking to become involved in the data analysis aspects of computer security and computer scientists looking to expand their toolbox of techniques for detecting intruders. The book is self-contained, assumng no expertise in either computer security or statistics. 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. Each section develops the necessary tools as needed. There is an extensive discussion of visualization as it relates to network data and intrusion detection. The book also contains a large bibliography covering the statistical, machine learning, and pattern recognition literature related to network monitoring and intrusion detection. David Marchette is a scientist at the Naval Surface Warfacre Center in Dalhgren, Virginia. He has worked at Navy labs for 15 years, doing research in pattern recognition, computational statistics, and image analysis. He has been a fellow by courtesy in the mathematical sciences department of the Johns Hopkins University since 2000. He has been working in conputer intrusion detection for several years, focusing on statistical methods for anomaly detection and visualization. Dr. Marchette received a Masters in Mathematics from the University of California, San Diego in 1982 and a Ph.D. in Computational Sciences and Informatics from George Mason University in 1996. 352 pp. Englisch. Seller Inventory # 9780387952819
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Computer Intrusion Detection and Network Monitoring : A Statistical Viewpoint
Published by
Springer New York, Springer US, 2001
ISBN 10: 0387952810
ISBN 13: 9780387952819
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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book covers the basic statistical and analytical techniques of computer intrusion detection. It is aimed at both statisticians looking to become involved in the data analysis aspects of computer security and computer scientists looking to expand their toolbox of techniques for detecting intruders. The book is self-contained, assumng no expertise in either computer security or statistics. 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. Each section develops the necessary tools as needed. There is an extensive discussion of visualization as it relates to network data and intrusion detection. The book also contains a large bibliography covering the statistical, machine learning, and pattern recognition literature related to network monitoring and intrusion detection. David Marchette is a scientist at the Naval Surface Warfacre Center in Dalhgren, Virginia. He has worked at Navy labs for 15 years, doing research in pattern recognition, computational statistics, and image analysis. He has been a fellow by courtesy in the mathematical sciences department of the Johns Hopkins University since 2000. He has been working in conputer intrusion detection for several years, focusing on statistical methods for anomaly detection and visualization. Dr. Marchette received a Masters in Mathematics from the University of California, San Diego in 1982 and a Ph.D. in Computational Sciences and Informatics from George Mason University in 1996. Seller Inventory # 9780387952819
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Computer Intrusion Detection and Network Monitoring : A Statistical Viewpoint
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