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Data Analysis For Network Cyber-security (Hardcover)
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Data Analysis For Network Cyber-security (Hardcover)
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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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