Data analysis for network cyber-security
Data Analysis for Network Cyber-Security focuses on monitoring and analyzing network traffic data, with the intention of preventing, or quickly identifying, malicious activity. Such work involves the intersection of statistics, data mining and computer science. Fundamentally, network traffic is rela...
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| Other Authors: | , |
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| Format: | Book |
| Language: | English |
| Published: |
London, UK
Imperial College Press
2014
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| Subjects: | |
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| Summary: | Data Analysis for Network Cyber-Security focuses on monitoring and analyzing network traffic data, with the intention of preventing, or quickly identifying, malicious activity. Such work involves the intersection of statistics, data mining and computer science. Fundamentally, network traffic is relational, embodying a link between devices. As such, graph analysis approaches are a natural candidate. However, such methods do not scale well to the demands of real problems, and the critical aspect of the timing of communications events is not accounted for in these approaches. |
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| Physical Description: | ix, 189 pages illustrations 24 cm. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9781783263745 (hardcover) 1783263741 (hardcover) |