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:
Oct. 16, 2018
Filed:
Apr. 28, 2017
Qualys, Inc., Redwood Shores, CA (US);
Sumedh S. Thakar, San Jose, CA (US);
Ankur S. Tyagi, Foster City, CA (US);
Abhijit V. Limaye, Pune, IN;
Qualys, Inc., Foster City, CA (US);
Abstract
Embodiments disclosed herein are directed to intelligent malware detection. A scanner server is used to scan an endpoint device for malware. Various attributes and behaviors of the endpoint device are identified in retrieved scan data. Identified attributes and behaviors are then evaluated according to a malware detection framework, which is used to determine whether (as well as to what extent) the identified attributes and behaviors are indicative of malware. In this manner, potential security risks associated with the malware may be identified. The framework is constructed through a machine learning process that aggregates attributes and behaviors common amongst members of malware families. Advantageously, the framework enables the scanner server to detect unknown variants of known malware families.