The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 03, 2020
Filed:
Jul. 31, 2017
Emc Ip Holding Company Llc, Hopkinton, MA (US);
Arie Agranonik, Herzelia, IL;
Zohar Duchin, Brookline, MA (US);
EMC IP Holding Company LLC, Hopkinton, MA (US);
Abstract
A method includes generating a tokenized representation of a given software script, the tokenized representation comprising two or more tokens representing two or more commands in the given software script. The method also includes mapping the tokens of the tokenized representation to a vector space providing contextual representation of the tokens utilizing an embedding layer of a deep learning network, detecting sequences of the mapped tokens representing sequences of commands associated with designated types of script behavior utilizing at least one hidden layer of the deep learning network, and classifying the given software script based on the detected sequences of the mapped tokens utilizing one or more classification layers of the deep learning network. The method further includes modifying access by a given client device to the given software script responsive to classifying the given software script as a given software script type.