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Can I read An Application of Principal Component Analysis to the Detection and Visualization of Computer Network Attacks on EtoBox?
An Application of Principal Component Analysis to the Detection and Visualization of Computer Network Attacks by Khaled Labib; V. Rao Vemuri is a Engineering article available to read on EtoBox.
What is An Application of Principal Component Analysis to the Detection and Visualization of Computer Network Attacks about?
Network traffic data collected for intrusion analysis is typically high-dimensional making it difficult to both analyze and visualize. Principal Component Analysis is used to reduce the dimensionality of the feature vectors extracted from the data to enable simpler analysis and visualization of the traffic. Principal Component Analysis is applied to selected network attacks from the DARPA 1998 intrusion detection data sets namely: Denial-of-Service and Network Probe attacks. A method for identifying an attack based on the generated statistics is proposed. Visualization of network activity and possible intrusions is achieved using Bi-plots, which provides a summary of the statistics.
Who reads An Application of Principal Component Analysis to the Detection and Visualization of Computer Network Attacks?
It is typically read by researchers, students, and practitioners in Engineering.
- Author
- Khaled Labib; V. Rao Vemuri
- Publisher
- Springer Science and Business Media LLC
- Published
- 2006
- Language
- EN
- Field
- Engineering (Physical Sciences)