- 专利标题: COMPUTATIONAL MODELING AND CLASSIFICATION OF DATA STREAMS
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申请号: US15402524申请日: 2017-01-10
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公开(公告)号: US20180197089A1公开(公告)日: 2018-07-12
- 发明人: Sven Krasser , David Elkind , Patrick Crenshaw , Brett Meyer
- 申请人: CrowdStrike, Inc.
- 专利权人: CrowdStrike, Inc.
- 当前专利权人: CrowdStrike, Inc.
- 主分类号: G06N5/04
- IPC分类号: G06N5/04 ; G06N99/00 ; H04L12/24 ; H04L29/06
摘要:
Example techniques described herein determine a signature or classification of a data stream such as a file. The classification can indicate whether the data stream is associated with malware. A processor can locate training analysis regions of training data streams based on predetermined structure data, and determining training model inputs based on the training analysis regions. The processor can determine a computational model based on the training model inputs. The computational model can receive an input vector and provide a corresponding feature vector. The processor can then locate a trial analysis region of a trial data stream based on the predetermined structure data and determine a trial model input. The processor can operate the computational model based on the trial model input to provide a trial feature vector, e.g., a signature. The processor can operate a second computational model to provide a classification based on the signature.
公开/授权文献
- US10832168B2 Computational modeling and classification of data streams 公开/授权日:2020-11-10
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