Invention Grant
- Patent Title: Description-entropy-based intelligent detection method for big data mobile software similarity
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Application No.: US17312449Application Date: 2020-04-22
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Publication No.: US11886583B2Publication Date: 2024-01-30
- Inventor: Quanlong Guan , Weiqi Luo , Chuying Liu , Huanming Zhang , Lin Cui , Zhefu Li , Rongjun Li
- Applicant: Jinan University
- Applicant Address: CN Guangdong
- Assignee: Jinan University
- Current Assignee: Jinan University
- Current Assignee Address: CN Guangdong
- Priority: CN 1910424145.7 2019.05.21
- International Application: PCT/CN2020/086052 2020.04.22
- International Announcement: WO2020/233322A 2020.11.26
- Date entered country: 2021-06-10
- Main IPC: G06F7/04
- IPC: G06F7/04 ; G06F15/16 ; H04L29/06 ; G06F21/56 ; G06F8/74

Abstract:
Disclosed is a description-entropy-based intelligent detection method for a big data mobile software similarity. The method comprises the following steps: acquiring a path of mobile software, and reading a file of the mobile software according to the path; performing preliminary reverse engineering decompilation on the file of the mobile software to obtain function characteristics of each piece of mobile software; counting distribution of description entropy of each piece of mobile software by means of description entropy in the function characteristics; further integrating description entropy of each piece of mobile software, after integration, comparing description entropy distribution conditions among the mobile software, and carrying out similarity score calculation to obtain similarity scores among the mobile software; and outputting the similarity scores of all mobile software to obtain a mobile software similarity result. According to the method, a source code of the mobile software is acquired by means of decompilation, a function compression code is acquired, and then the description entropy is acquired; and the description entropy is used as an information amount for representing an object and used for similarity detection of the mobile software, thus greatly increasing the speed of intelligent calculation of software similarity.
Public/Granted literature
- US20220058263A1 Description-entropy-based intelligent detection method for big data mobile software similarity Public/Granted day:2022-02-24
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