Title:
MALWARE DETECTION BY EXPLOITING MALWARE RE-COMPOSITION VARIATIONS
Document Type and Number:
WIPO Patent Application WO/2017/213400
Kind Code:
A1
Abstract:
One embodiment provides a method comprising, in a training phase, receiving one or more malware samples, extracting multi-aspect features of malicious behaviors triggered by the malware samples, determining evolution patterns of the malware samples based on the multi-aspect features, and predicting mutations of the malware samples based on the evolution patterns. Another embodiment provides a method comprising, in a testing phase, receiving a new mobile application, extracting a first set of multi-aspect features for the new mobile application using a learned feature model, and determining whether the new mobile application is a mutation of a malicious application using a learned classification model and the first set of multi-aspect features.
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Inventors:
KONG DEGUANG (US)
YANG WEI (US)
JIN HONGXIA (US)
YANG WEI (US)
JIN HONGXIA (US)
Application Number:
PCT/KR2017/005864
Publication Date:
December 14, 2017
Filing Date:
June 05, 2017
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06F21/56; G06N20/00; H04L29/06
Foreign References:
| US8375450B1 | 2013-02-12 | |||
| US20070094734A1 | 2007-04-26 | |||
| US20100180344A1 | 2010-07-15 | |||
| US9350747B2 | 2016-05-24 | |||
| KR20140142806A | 2014-12-15 |
Attorney, Agent or Firm:
Y.P.LEE, MOCK & PARTNERS (KR)
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