Machine Learning and Data Mining for Computer Security

Name: Machine Learning and Data Mining for Computer Security
Brand: Springer London Ltd
SKU: 9781849965446
Price: 774.93 RON
Availability: InStock

Methods and Applications

Autor: Marcus A. Maloof

Limbă:

Legare: Carte broșată

Editura: Springer London Ltd

Disponibilitate: În depozitul extern

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"Machine Learning and Data Mining for Computer Security" provides an overview of the current state o...

Informații despre carte

Autor

Marcus A. Maloof

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2011

Pagini

210

EAN

9781849965446

ISBN

1849965447

Enbook ID

02264335

Editura

Springer London Ltd

Greutate

355

Dimensiuni

155 x 235 x 12

Descriere completă

"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.§

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Machine Learning and Data Mining for Computer Security

Methods and Applications

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Descriere completă

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