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In this paper, we describe a process that has been developed to transfer network intrusion data captured by Fail2ban to an adaptive enterprise intrusion detection and prevention system. The process involves software agents that we have created that are interconnected to a central behavior analysis database service where each software agent records attack meta-information collected during previous...
With the increase in smart, LEED-certified buildings there comes an increase in the amount of time-series data generated by the sensor networks within these buildings. Extracting useful information from the sensor network data can pose a challenge. While diurnal and seasonal patterns of electrical demand are well known from traditional metering systems, smart building sensor networks can provide insight...
The fetal magnetocardiogram (fMCG) contains a wealth of information regarding the health of a fetus. The purpose of this study is to classify fMCG data into the following two groups: high-risk and normal. In this presentation the authors first describe how the feature vector containing both time and frequency domain attributes is built from the time-series fMCG data. Second, the classification process...
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