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135
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WSDM
2012
ACM
245views Data Mining» more  WSDM 2012»
13 years 8 months ago
The early bird gets the buzz: detecting anomalies and emerging trends in information networks
In this work we propose a novel approach to anomaly detection in streaming communication data. We first build a stochastic model for the system based on temporal communication pa...
Brian Thompson
TMA
2010
Springer
150views Management» more  TMA 2010»
14 years 10 months ago
A Database of Anomalous Traffic for Assessing Profile Based IDS
This paper aims at proposing a methodology for evaluating current IDS capabilities of detecting attacks targeting the networks and their services. This methodology tries to be as r...
Philippe Owezarski
110
Voted
PST
2004
15 years 1 months ago
A novel visualization technique for network anomaly detection
Visualized information is a technique that can encode large amounts of complex interrelated data, being at the same time easily quantified, manipulated, and processed by a human us...
Iosif-Viorel Onut, Bin Zhu, Ali A. Ghorbani
125
Voted
TMA
2010
Springer
314views Management» more  TMA 2010»
15 years 7 months ago
On the Use of TCP Passive Measurements for Anomaly Detection: A Case Study from an Operational 3G Network
In this work we discuss the use of passive measurements of TCP performance indicators in support of network operation and troubleshooting, presenting a case-study from a real 3G ce...
Peter Romirer-Maierhofer, Angelo Coluccia, Tobias ...
130
Voted
IJISEC
2006
119views more  IJISEC 2006»
15 years 13 days ago
A monitoring system for detecting repeated packets with applications to computer worms
Abstract We present a monitoring system which detects repeated packets in network traffic, and has applications including detecting computer worms. It uses Bloom filters with count...
Paul C. van Oorschot, Jean-Marc Robert, Miguel Var...