Data analysis for network cyber-security
by Adams, Niall M.,, 1968- Heard, Nicholas
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. Fundamenta…
Read More ↓Title Statements
- Full title :Data analysis for network cyber-security / editors Niall Adams, Nicholas Heard.
Summary
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.
Read More ↓Edition Statements
- Publication Date:cop. 2014.
Publication Statements
- Publisher(s):Imperial College
- Place of Publication:London
- Language:eng
- Publication Date:cop. 2014.
Notes
Índice.
Recoge las contribuciones presentadas en el congreso "Data Analysis for Cyber-Security", celebrado en la Universidad de Bristol en March 2013.
The Physical Object
- Description:VII, 189 p.
Edition Identifiers
- ISBN:9781783263745, 1783263741
- oclc:ocn908057827
- LC Classification:QA76.9.A25
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