Machine Learning and Data Mining for Computer Security

Name: Machine Learning and Data Mining for Computer Security
Brand: Springer London Ltd
SKU: 9781849965446
Price: 3198 CZK
Availability: InStock

Methods and Applications

Autor: Marcus A. Maloof

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer London Ltd

Dostupnost: Skladem u dodavatele

Odesíláme za 5-8 dnů

3 198 Kč

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

Informace o knize

Autor

Marcus A. Maloof

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2011

Stránek

210

EAN

9781849965446

ISBN

1849965447

Enbook ID

02264335

Vydavatel

Springer London Ltd

Hmotnost

355

Rozměry

155 x 235 x 12

Kompletní 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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