Title:
METHOD AND DEVICE FOR OPERATING BLOCKCHAIN-BASED ANDROID MALICIOUS APP DETECTION ENSEMBLE MODEL
Document Type and Number:
WIPO Patent Application WO/2022/107970
Kind Code:
A1
Abstract:
Disclosed are a method and device for operating a blockchain-based Android malicious app detection ensemble model. A method for operating a blockchain-based Android malicious app detection ensemble model according to one embodiment of the present invention comprises the steps of: collecting Android apps and storing the Android apps in a database of an off-chain system; allowing participants accessing an on-chain system through a client to access the Android apps stored in the database, and receiving a submission of test results for the Android apps from the participants; as the test results of all participants are submitted, deriving a final ensemble result for the Android apps by using the plurality of test results; and transmitting the final ensemble result through the client according to a request for use of the Android apps by an arbitrary user.
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Inventors:
KIM HO WON (KR)
JO UK (KR)
KIM DO HUN (KR)
JO UK (KR)
KIM DO HUN (KR)
Application Number:
PCT/KR2020/017175
Publication Date:
May 27, 2022
Filing Date:
November 27, 2020
Export Citation:
Assignee:
NAT UNIV PUSAN IND UNIV COOP FOUND (KR)
International Classes:
G06F21/62; G06F21/56; G06N20/20
Foreign References:
| US20150227741A1 | 2015-08-13 | |||
| US9369476B2 | 2016-06-14 | |||
| US20120233694A1 | 2012-09-13 |
Other References:
VINCENT G. DUFFY: "Genetic and Evolutionary Computing : Proceedings of the Twelfth International Conference on Genetic and Evolutionary Computing, December 14-17, 2019; Changzhou, Jiangsu, China", vol. 998, 1 January 2019, SPRINGER , Berlin , ISSN: 2194-5357, article RANA MD. SHOHEL, GUDLA CHARAN, SUNG ANDREW H.: "Evaluating Machine Learning Models on the Ethereum Blockchain for Android Malware Detection : Proceedings of the 2019 Computing Conference, Volume 2", pages: 446 - 461, XP055931935, DOI: 10.1007/978-3-030-22868-2_34
GU JINGJING; SUN BINGLIN; DU XIAOJIANG; WANG JUN; ZHUANG YI; WANG ZIWANG: "Consortium Blockchain-Based Malware Detection in Mobile Devices", IEEE ACCESS, IEEE, USA, vol. 6, 1 January 1900 (1900-01-01), USA , pages 12118 - 12128, XP011679749, DOI: 10.1109/ACCESS.2018.2805783
GU JINGJING; SUN BINGLIN; DU XIAOJIANG; WANG JUN; ZHUANG YI; WANG ZIWANG: "Consortium Blockchain-Based Malware Detection in Mobile Devices", IEEE ACCESS, IEEE, USA, vol. 6, 1 January 1900 (1900-01-01), USA , pages 12118 - 12128, XP011679749, DOI: 10.1109/ACCESS.2018.2805783
Attorney, Agent or Firm:
MUHANN PATENT & LAW FIRM (KR)
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