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  3. Anvendt matematik

Data Analysis For Network Cyber-security

Engelsk Hardback

Data Analysis For Network Cyber-security

Engelsk Hardback
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There is increasing pressure to protect computer networks against unauthorized intrusion, and some work in this area is concerned with engineering systems that are robust to attack. However, no system can be made invulnerable. 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.This book gathers papers from leading researchers to provide both background to the problems and a description of cutting-edge methodology. The contributors are from diverse institutions and areas of expertise and were brought together at a workshop held at the University of Bristol in March 2013 to address the issues of network cyber security. The workshop was supported by the Heilbronn Institute for Mathematical Research.
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There is increasing pressure to protect computer networks against unauthorized intrusion, and some work in this area is concerned with engineering systems that are robust to attack. However, no system can be made invulnerable. 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.This book gathers papers from leading researchers to provide both background to the problems and a description of cutting-edge methodology. The contributors are from diverse institutions and areas of expertise and were brought together at a workshop held at the University of Bristol in March 2013 to address the issues of network cyber security. The workshop was supported by the Heilbronn Institute for Mathematical Research.
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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 200
ISBN-13: 9781783263745
Indbinding: Hardback
Udgave:
ISBN-10: 1783263741
Kategori: Anvendt matematik
Udg. Dato: 17 apr 2014
Længde: 16mm
Bredde: 155mm
Højde: 235mm
Forlag: Imperial College Press
Oplagsdato: 17 apr 2014
Forfatter(e):
Forfatter(e)

Kategori Anvendt matematik

ISBN-13 9781783263745

Sprog Engelsk

Indbinding Hardback

Sider 200

Udgave

Længde 16mm

Bredde 155mm

Højde 235mm

Udg. Dato 17 apr 2014

Oplagsdato 17 apr 2014

Forlag Imperial College Press

Kategori sammenhænge