19 search results - page 2 / 4 » Is negative selection appropriate for anomaly detection |
CORR
2010
Springer
13 years 5 months ago
2010
Springer
Artificial immune systems, more specifically the negative selection algorithm, have previously been applied to intrusion detection. The aim of this research is to develop an intrus...
ICANNGA
2009
Springer
13 years 12 months ago
2009
Springer
A statistical generative model is presented as an alternative to negative selection in anomaly detection of string data. We extend the probabilistic approach to binary classificat...
IAW
2003
IEEE
13 years 10 months ago
2003
IEEE
Abstract— This paper describes the generation of fuzzy signatures to detect some cyber attacks. This approach is an enhancement to our previous work, which was based on the princ...
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
Affinity functions are the core components in negative selection to discriminate self from non-self. It has been shown that affinity functions such as the r-contiguous distance an...
CORR
2010
Springer
13 years 5 months ago
2010
Springer
Abstract. As an immune-inspired algorithm, the Dendritic Cell Algorithm (DCA), produces promising performance in the field of anomaly detection. This paper presents the application...