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

2012, ISBN: 1849965447

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

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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 - Livres de poche

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… Plus…

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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 - Livres de poche

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

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… Plus…

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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 - Livres de poche

2012, ISBN: 1849965447

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

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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.

Informations détaillées sur le livre - Machine Learning and Data Mining for Computer Security: Methods and Applications


EAN (ISBN-13): 9781849965446
ISBN (ISBN-10): 1849965447
Version reliée
Livre de poche
Date de parution: 2010
Editeur: Springer London Ltd
210 Pages
Langue: eng/Englisch

Livre dans la base de données depuis 2011-09-17T20:38:57+02:00 (Paris)
Page de détail modifiée en dernier sur 2024-02-19T21:03:00+01:00 (Paris)
ISBN/EAN: 1849965447

ISBN - Autres types d'écriture:
1-84996-544-7, 978-1-84996-544-6
Autres types d'écriture et termes associés:
Auteur du livre: maloof
Titre du livre: data mining, security, computer, learning processing, machine, knowledge learning


Données de l'éditeur

Auteur: Marcus A. Maloof
Titre: Advanced Information and Knowledge Processing; Machine Learning and Data Mining for Computer Security - Methods and Applications
Editeur: Springer; Springer London
210 Pages
Date de parution: 2012-03-14
London; GB
Imprimé / Fabriqué en
Langue: Anglais
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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