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Machine Learning and Data Mining for Computer Security

Machine Learning and Data Mining for Computer Security

Marcus A. Maloof

206,78 €
IVA incluido
Disponible
Editorial:
Springer Nature B.V.
Año de edición:
2012
Materia
Inteligencia artificial
ISBN:
9781849965446
206,78 €
IVA incluido
Disponible

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Sobre IBD

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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Otros libros del autor

  • Machine Learning and Data Mining for Computer Security
    Marcus A. Maloof
    '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 ...