{"title":"Hardware Precomputation of Entropy for Anomaly Detection","authors":"Václav Bartos, M. Zádník","doi":"10.1109/ANCS.2011.41","DOIUrl":null,"url":null,"abstract":"This paper deals with hardware acceleration of entropy computation. Various entropies are computed from network features and their mutual combinations. The precomputation allows to offload entropy computation to metering points where it can be computed using unsampled data.","PeriodicalId":124429,"journal":{"name":"2011 ACM/IEEE Seventh Symposium on Architectures for Networking and Communications Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 ACM/IEEE Seventh Symposium on Architectures for Networking and Communications Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ANCS.2011.41","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
This paper deals with hardware acceleration of entropy computation. Various entropies are computed from network features and their mutual combinations. The precomputation allows to offload entropy computation to metering points where it can be computed using unsampled data.