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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 - Livro de bolso

2012, ISBN: 1849965447

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

NEW BOOK. Custos de envio: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 - Livro de bolso

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… mais…

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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 - Livro de bolso

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… mais…

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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 - Livro de bolso

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… mais…

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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 - Livro de bolso

2012, ISBN: 1849965447

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

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

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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.

Dados detalhados do livro - Machine Learning and Data Mining for Computer Security: Methods and Applications


EAN (ISBN-13): 9781849965446
ISBN (ISBN-10): 1849965447
Livro de capa dura
Livro de bolso
Ano de publicação: 2010
Editor/Editora: Springer London Ltd
210 Páginas
Língua: eng/Englisch

Livro na base de dados desde 2011-09-17T15:38:57-03:00 (Sao Paulo)
Página de detalhes modificada pela última vez em 2024-02-19T17:03:00-03:00 (Sao Paulo)
Número ISBN/EAN: 1849965447

Número ISBN - Ortografia alternativa:
1-84996-544-7, 978-1-84996-544-6
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: maloof
Título do livro: data mining, security, computer, learning processing, machine, knowledge learning


Dados da editora

Autor: Marcus A. Maloof
Título: Advanced Information and Knowledge Processing; Machine Learning and Data Mining for Computer Security - Methods and Applications
Editora: Springer; Springer London
210 Páginas
Ano de publicação: 2012-03-14
London; GB
Impresso / Feito em
Língua: Inglês
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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