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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 - Taschenbuch

2012, ISBN: 1849965447

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

NEW BOOK. Versandkosten: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 - Taschenbuch

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… Mehr…

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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 - Taschenbuch

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… Mehr…

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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 - Taschenbuch

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… Mehr…

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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 - Taschenbuch

2012, ISBN: 1849965447

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

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

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Bibliographische Daten des bestpassenden Buches

Details zum Buch
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.

Detailangaben zum Buch - Machine Learning and Data Mining for Computer Security: Methods and Applications


EAN (ISBN-13): 9781849965446
ISBN (ISBN-10): 1849965447
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: Springer London Ltd
210 Seiten
Sprache: eng/Englisch

Buch in der Datenbank seit 2011-09-17T20:38:57+02:00 (Berlin)
Detailseite zuletzt geändert am 2024-02-19T21:03:00+01:00 (Berlin)
ISBN/EAN: 9781849965446

ISBN - alternative Schreibweisen:
1-84996-544-7, 978-1-84996-544-6
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: maloof
Titel des Buches: data mining, security, computer, learning processing, machine, knowledge learning


Daten vom Verlag:

Autor/in: Marcus A. Maloof
Titel: Advanced Information and Knowledge Processing; Machine Learning and Data Mining for Computer Security - Methods and Applications
Verlag: Springer; Springer London
210 Seiten
Erscheinungsjahr: 2012-03-14
London; GB
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
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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