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:
Jun. 12, 2018
Filed:
Mar. 28, 2016
Emc Corporation, Hopkinton, MA (US);
Ahmet Buyukkayhan, Malden, MA (US);
Zhou Li, Malden, MA (US);
Alina M. Oprea, Arlington, MA (US);
Martin Rosa, Quebec City, CA;
EMC IP Holding Company LLC, Hopkinton, MA (US);
Abstract
A method comprises obtaining at least a first software module not classified as benign or potentially malicious, extracting a set of features associated with the first software module including static, behavior and context features, computing distance metrics between the extracted feature set and feature sets of a plurality of clusters including one or more clusters of software modules previously classified as benign and exhibiting a first threshold level of similarity relative to one another and one or more clusters of software modules previously classified as potentially malicious and exhibiting a second threshold level of similarity relative to one another, classifying the first software module as belonging to a given cluster based at least in part on the computed distance metrics, and modifying access by a given client device to the first software module responsive to the given cluster being a cluster of software modules previously classified as potentially malicious.