Title
Portscan Detection with Sampled NetFlow
Abstract
Sampling techniques are often used for traffic monitoring in high-speed links in order to avoid saturation of network resources. Although there is a wide existing research dealing with anomaly detection, few studies analyzed the impact of sampling on the performance of portscan detection algorithms. In this paper, we performed several experiments on two already existing portscan detection mechanisms to test whether they are robust enough to different sampling techniques. Unlike previous works, we found that flow sampling is not always better than packet sampling to continue detecting portscans reliably.
Year
DOI
Venue
2009
10.1007/978-3-642-01645-5_4
TMA
Keywords
Field
DocType
anomaly detection,portscan detection,portscan detection algorithm,sampling technique,portscan detection mechanism,different sampling technique,high-speed link,previous work,sampled netflow,network resource,wide existing research,flow sampling
Anomaly detection,Resource (disambiguation),Computer science,NetFlow,Real-time computing,Sampling (statistics),Packet sampling
Conference
Volume
ISSN
Citations 
5537
0302-9743
15
PageRank 
References 
Authors
0.85
8
3
Name
Order
Citations
PageRank
Ignasi Paredes-Oliva1333.32
Pere Barlet-ros226927.74
Josep Solé-pareta343658.67