发明名称 |
SYSTEMS, METHODS, AND MEDIA FOR GENERATING SANITIZED DATA, SANITIZING ANOMALY DETECTION MODELS, AND/OR GENERATING SANITIZED ANOMALY DETECTION MODELS |
摘要 |
Systems, methods, and media for generating sanitized data, sanitizing anomaly detection models, and generating anomaly detection models are provided. In some embodiments, methods for generating sanitized data are provided. The methods including: dividing a first training dataset comprised of a plurality of training data items into a plurality of data subsets each including at least one training data item of the plurality of training data items of the first training dataset; based on the plurality of data subsets, generating a plurality of distinct anomaly detection micro-models; testing at least one data item of the plurality of data items of a second training dataset of training data items against each of the plurality of micro-models to produce a score for the at least one tested data item; and generating at least one output dataset based on the score for the at least one tested data item.
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申请公布号 |
US2008262985(A1) |
申请公布日期 |
2008.10.23 |
申请号 |
US20070940790 |
申请日期 |
2007.11.15 |
申请人 |
CRETU GABRIELA;STAVROU ANGELOS;STOLFO SALVATORE J;KEROMYTIS ANGELOS D;LOCASTO MICHAEL E |
发明人 |
CRETU GABRIELA;STAVROU ANGELOS;STOLFO SALVATORE J.;KEROMYTIS ANGELOS D.;LOCASTO MICHAEL E. |
分类号 |
G06F15/18;G06N5/02 |
主分类号 |
G06F15/18 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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