Volume anomaly detection in data networks: an optimal detection algorithm vs. the PCA approach
The crucial future role of Internet in society makes of network monitoring a critical issue for
network operators in future network scenarios. The Future Internet will have to cope with …
network operators in future network scenarios. The Future Internet will have to cope with …
A method of detecting network anomalies in cyclic traffic
S Harada, R Kawahara, T Mori… - … 2008-2008 IEEE …, 2008 - ieeexplore.ieee.org
We present a method of detecting network anomalies, such as DDoS (distributed denial of
service) attacks and flash crowds, automatically in real time. We evaluated this method using …
service) attacks and flash crowds, automatically in real time. We evaluated this method using …
Sequential non Bayesian network traffic flows anomaly detection and isolation
Sequential detection (and isolation) of unusual and significant changes in network Origin-
Destination (OD) traffic volumes from simple link load measurements is considered in the …
Destination (OD) traffic volumes from simple link load measurements is considered in the …
Optimal volume anomaly detection in network traffic flows
Optimal detection of unusual and significant changes in network Origin-Destination (OD)
traffic volumes from simple link load measurements is considered in the paper. The ambient …
traffic volumes from simple link load measurements is considered in the paper. The ambient …
Identifying anomalous traffic sources using flow statistics
R Kawahara, N Kamiyama, S Harada… - … 2008-2008 IEEE …, 2008 - ieeexplore.ieee.org
We propose a method of identifying anomalous traffic sources using flow statistics. We have
investigated a way of detecting whether or not anomalies occur by observing the behavior of …
investigated a way of detecting whether or not anomalies occur by observing the behavior of …
[图书][B] Towards a multipurpose neural network approach to novelty detection
SJ Haggett - 2008 - search.proquest.com
Novelty detection, the identification of data that is unusual or different in some way, is
relevant in a wide number of real-world scenarios, ranging from identifying unusual weather …
relevant in a wide number of real-world scenarios, ranging from identifying unusual weather …
[PDF][PDF] FACULTAD DE CIENCIAS FÍSICAS Y MATEMATICAS DEPARTAMENTO DE CIENCIAS DE LA COMPUTACION
GPBENE MÉTRICOS - 2008 - users.dcc.uchile.cl
UNIVERSIDAD DE CHILE FACULTAD DE CIENCIAS FÍSICAS Y MATEMATICAS
DEPARTAMENTO DE CIENCIAS DE LA COMPUTACION Page 1 UNIVERSIDAD DE …
DEPARTAMENTO DE CIENCIAS DE LA COMPUTACION Page 1 UNIVERSIDAD DE …