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Machine Learning and Data Mining for Computer Security: Methods and Applications (Advanced Information and Knowledge Processing) - Softcover
Synopsis
This timely book provides an overview of the current state of research in machine learning and data mining as it applies to problems in computer security. It has a strong focus on information processing and combines and extends results from the hot topic of computer security.
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From the Back Cover
The Internet began as a private network connecting government, military, and academic researchers. As such, there was little need for secure protocols, encrypted packets, and hardened servers. When the creation of the World Wide Web unexpectedly ushered in the age of the commercial Internet, the network's size and subsequent rapid expansion made it impossible retroactively to apply secure mechanisms. The Internet's architects never coined terms such...
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- PublisherSpringer
- Publication date2012
- ISBN 10 1849965447
- ISBN 13 9781849965446
- BindingPaperback
- LanguageEnglish
- Number of pages226
- EditorMaloof Marcus A.
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Machine Learning and Data Mining for Computer Security: Methods and Applications (Advanced Information and Knowledge Processing)
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Machine Learning and Data Mining for Computer Security
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -'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. 228 pp. Englisch. Seller Inventory # 9781849965446
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - '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. Seller Inventory # 9781849965446
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Machine Learning and Data Mining for Computer Security
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Machine Learning and Data Mining for Computer Security
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -'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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 228 pp. Englisch. Seller Inventory # 9781849965446
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