Title
Distributed self-organized collaboration of autonomous IDS sensors
Abstract
We present distributed self-organized model for collaboration of multiple heterogeneous IDS sensors. The adaptation model is based on a game-theoretical approach that optimizes the behavior of each IDS node with respect to other nodes in highly dynamic environment. We performed initial experimental evaluation of the proposed collaboration model on two autonomous IDS detectors deployed on different parts of university network. We show that this Intrusion Detection Network significantly improves the detection effectiveness and brings advanced defensive mechanism against novel highly sophisticated threats.
Year
DOI
Venue
2012
10.1007/978-3-642-30633-4_14
AIMS
Keywords
Field
DocType
self-organized collaboration,different part,autonomous ids sensor,autonomous ids detector,intrusion detection network,defensive mechanism,multiple heterogeneous ids sensor,detection effectiveness,proposed collaboration model,ids node,self-organized model,adaptation model
Regret minimization,Computer science,Computer network,Constant false alarm rate,Detector,Intrusion detection system,Alert correlation,Distributed computing
Conference
Volume
ISSN
Citations 
7279
0302-9743
1
PageRank 
References 
Authors
0.36
3
2
Name
Order
Citations
PageRank
Karel Bartos111012.60
Martin Rehak225128.57