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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 - Pasta blanda

2012, ISBN: 1849965447

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

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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 - Pasta blanda

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… Más…

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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 - Pasta blanda

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… Más…

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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 - Pasta blanda

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… Más…

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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 - Pasta blanda

2012, ISBN: 1849965447

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

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Detalles del libro
Machine Learning and Data Mining for Computer Security: Methods and Applications
Autor:
Título:
ISBN:

1849965447


"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.

Detalles del libro - Machine Learning and Data Mining for Computer Security: Methods and Applications


EAN (ISBN-13): 9781849965446
ISBN (ISBN-10): 1849965447
Tapa dura
Tapa blanda
Año de publicación: 2010
Editorial: Springer London Ltd
210 Páginas
Idioma: eng/Englisch

Libro en la base de datos desde 2011-09-17T13:38:57-05:00 (Mexico City)
Página de detalles modificada por última vez el 2024-02-19T14:03:00-06:00 (Mexico City)
ISBN/EAN: 1849965447

ISBN - escritura alterna:
1-84996-544-7, 978-1-84996-544-6
Mode alterno de escritura y términos de búsqueda relacionados:
Autor del libro: maloof
Título del libro: data mining, security, computer, learning processing, machine, knowledge learning

Datos del la editorial

Autor: Marcus A. Maloof
Título: Advanced Information and Knowledge Processing; Machine Learning and Data Mining for Computer Security - Methods and Applications
Editorial: Springer; Springer London
210 Páginas
Año de publicación: 2012-03-14
London; GB
Impreso en
Idioma: Inglés
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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