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» Principled Sampling for Anomaly Detection
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ISNN
2005
Springer
13 years 10 months ago
Anomaly Internet Network Traffic Detection by Kernel Principle Component Classifier
As a crucial issue in computer network security, anomaly detection is receiving more and more attention from both application and theoretical point of view. In this paper, a novel ...
Hanghang Tong, Chongrong Li, Jingrui He, Jiajian C...
INFOCOM
2010
IEEE
13 years 3 months ago
A Signal Processing View on Packet Sampling and Anomaly Detection
—Anomaly detection methods typically operate on pre-processed, i.e., sampled and aggregated, traffic traces. Most traffic capturing devices today employ random packet sampling,...
Daniela Brauckhoff, Kavé Salamatian, Martin...
IMC
2006
ACM
13 years 10 months ago
Impact of packet sampling on anomaly detection metrics
Daniela Brauckhoff, Bernhard Tellenbach, Arno Wagn...
CN
2007
168views more  CN 2007»
13 years 4 months ago
Network anomaly detection with incomplete audit data
With the ever increasing deployment and usage of gigabit networks, traditional network anomaly detection based Intrusion Detection Systems (IDS) have not scaled accordingly. Most,...
Animesh Patcha, Jung-Min Park