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High-Order Markov Kernels for Network Intrusion Detection

2006
In intrusion detection systems, sequences of system calls executed by running programs can be used as evidence to detect anomalies. Markov chain is often adopted as the model in the detection systems, in which high-order Markov chain model is well suited for the detection, but as the order of the chain increases, the number of parameters of the model ...
Shengfeng Tian   +2 more
openaire   +1 more source

Generalization performance of Gaussian kernels SVMC based on Markov sampling

Neural Networks, 2014
Yang Lu, Luoqing Li, Yuan Yan Tang
exaly  

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