Machine Learning and Data Mining for Computer Security

Name: Machine Learning and Data Mining for Computer Security
Brand: Springer London Ltd
SKU: 9781849965446
Price: 139.75 EUR
Availability: InStock

Methods and Applications

Autor: Marcus A. Maloof

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer London Ltd

Dostupnosť: Skladom u dodávateľa

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139.75 €

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

Informácie o knihe

Autor

Marcus A. Maloof

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2011

Stránok

210

EAN

9781849965446

ISBN

1849965447

Enbook ID

02264335

Vydavateľ

Springer London Ltd

Hmotnosť

355

Rozmery

155 x 235 x 12

Kompletný popis

"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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