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Machine Learning and Data Mining for Computer Security : Methods and Applications - Marcus A. Maloof
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Marcus A. Maloof:

Machine Learning and Data Mining for Computer Security : Methods and Applications - Paperback

2012, ISBN: 1849965447

[EAN: 9781849965446], Neubuch, [SC: 0.0], [PU: Springer London], ANOMALYDETECTION; AUDITTRAILANALYSIS; RENSICS; FRAMES; BEHAVIOR; CLUSTERING; COMPUTERDATACLEANSING; DATAMINING; INTRUSIOND… More...

NEW BOOK. Shipping costs:Versandkostenfrei. (EUR 0.00) AHA-BUCH GmbH, Einbeck, Germany [51283250] [Rating: 5 (von 5)]
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Machine Learning and Data Mining for Computer Security / Methods and Applications / Marcus A. Maloof / Taschenbuch / Advanced Information and Knowledge Processing / Paperback / XVI / Englisch / 2012 - Maloof, Marcus A.
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Maloof, Marcus A.:

Machine Learning and Data Mining for Computer Security / Methods and Applications / Marcus A. Maloof / Taschenbuch / Advanced Information and Knowledge Processing / Paperback / XVI / Englisch / 2012 - Paperback

2012, ISBN: 9781849965446

[ED: Taschenbuch], [PU: Springer London], "Machine Learning and Data Mining for Computer Security" provides an overview of the current state of research in machine learning and data minin… More...

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Machine Learning and Data Mining for Computer Security | Methods and Applications | Marcus A. Maloof | Taschenbuch | Advanced Information and Knowledge Processing | Paperback | XVI | Englisch | 2012 - Maloof, Marcus A.
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Maloof, Marcus A.:
Machine Learning and Data Mining for Computer Security | Methods and Applications | Marcus A. Maloof | Taschenbuch | Advanced Information and Knowledge Processing | Paperback | XVI | Englisch | 2012 - Paperback

2012

ISBN: 9781849965446

[ED: Taschenbuch], [PU: Springer London], "Machine Learning and Data Mining for Computer Security" provides an overview of the current state of research in machine learning and data minin… More...

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Machine Learning and Data Mining for Computer Security / Methods and Applications / Marcus A. Maloof / Taschenbuch / Advanced Information and Knowledge Processing / Paperback / XVI / Englisch / 2012 - Maloof, Marcus A.
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Maloof, Marcus A.:
Machine Learning and Data Mining for Computer Security / Methods and Applications / Marcus A. Maloof / Taschenbuch / Advanced Information and Knowledge Processing / Paperback / XVI / Englisch / 2012 - Paperback

2012, ISBN: 9781849965446

[ED: Taschenbuch], [PU: Springer London], "Machine Learning and Data Mining for Computer Security" provides an overview of the current state of research in machine learning and data minin… More...

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5
Machine Learning and Data Mining for Computer Security - Maloof, Marcus A.
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Maloof, Marcus A.:
Machine Learning and Data Mining for Computer Security - Paperback

2012, ISBN: 1849965447

[EAN: 9781849965446], Neubuch, [PU: Springer London], ANOMALYDETECTION AUDITTRAILANALYSIS RENSICS FRAMES BEHAVIOR CLUSTERING COMPUTERDATACLEANSING DATAMINING INTRUSIONDETECTION MACHINELEA… More...

NEW BOOK. Shipping costs:Versandkostenfrei. (EUR 0.00) moluna, Greven, Germany [73551232] [Rating: 5 (von 5)]

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Details of the book
Machine Learning and Data Mining for Computer Security: Methods and Applications

"Machine Learning and Data Mining for Computer Security" provides an overview of the current state of research in machine learning and data mining as it applies to problems in computer security. This book has a strong focus on information processing and combines and extends results from computer security. The first part of the book surveys the data sources, the learning and mining methods, evaluation methodologies, and past work relevant for computer security. The second part of the book consists of articles written by the top researchers working in this area. These articles deals with topics of host-based intrusion detection through the analysis of audit trails, of command sequences and of system calls as well as network intrusion detection through the analysis of TCP packets and the detection of malicious executables. This book fills the great need for a book that collects and frames work on developing and applying methods from machine learning and data mining to problems in computer security.

Details of the book - Machine Learning and Data Mining for Computer Security: Methods and Applications


EAN (ISBN-13): 9781849965446
ISBN (ISBN-10): 1849965447
Hardcover
Paperback
Publishing year: 2010
Publisher: Springer London Ltd
210 Pages
Language: eng/Englisch

Book in our database since 2011-09-17T14:38:57-04:00 (New York)
Detail page last modified on 2024-02-19T15:03:00-05:00 (New York)
ISBN/EAN: 1849965447

ISBN - alternate spelling:
1-84996-544-7, 978-1-84996-544-6
Alternate spelling and related search-keywords:
Book author: maloof
Book title: data mining, security, computer, learning processing, machine, knowledge learning


Information from Publisher

Author: Marcus A. Maloof
Title: Advanced Information and Knowledge Processing; Machine Learning and Data Mining for Computer Security - Methods and Applications
Publisher: Springer; Springer London
210 Pages
Publishing year: 2012-03-14
London; GB
Printed / Made in
Language: English
153,99 € (DE)

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Künstliche Intelligenz; Verstehen; Anomaly detection; Audit trail analysis; Computer forensics; Frames; behavior; clustering; computer; computer security; data cleansing; data mining; intrusion detection; learning; machine learning; modeling; security; Artificial Intelligence; Computer Communication Networks; Computer and Information Systems Applications; Netzwerk-Hardware; Angewandte Informatik; BB; EA

Survey Contributions.- An Introduction to Information Assurance.- Some Basic Concept of Machine Learning and Data Mining.- Research Contributions.- Learning to Detect Malicious Executables.- Data Mining Applied to Intrusion Detection: MITRE Experiences.- Intrusion Detection Alarm Clustering.- Behavioral Features for Network Anomaly Detection.- Cost-Sensitive Modeling for Intrusion Detection.- Data Cleaning and Enriched Representations for Anomaly Detection in System Calls.- A Decision-Theoritic, Semi-Supervised Model for Intrusion Detection.

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