Software Technology Research
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App. Res. of Comp. Printed Article
Vol. 40, 2023 No. 6
1764-1770

Detection method of Android virtualization program based on heterogeneous information network

Zhang Weinan1a
Meng Zhaoyi2
Xiong Yan1a,1b
Huang Wenchao1b
Bao Xianglin3
1. a. School of Cyber Science& Technology, b. School of Computer Science & Technology, University of Science & Technology of China, Hefei 230027, China
2. School of Computer Science & Technology, University of Anhui, Hefei 230601, China
3. School of Computer & Information, Anhui Polytechnic University, Wuhu Anhui 241000, China
DOI: 10.19734/j.issn.1001-3695.2022.09.0545

Abstract

Considering the functional characteristics of Android application virtualization technology, accurate detection of Android virtualization programs is the basis and necessary prerequisite for identifying hidden security risks. Therefore, this paper proposed a method to detect Android virtualization programs based on heterogeneous information networks, and implemented the prototype system Aiplugin. According to the characteristics of Android virtualization programs, the system extracted four types of static program features and mapped program features to heterogeneous information networks. Aiplugin associated different programs in the form of meta paths. It used heterogeneous graph attention network representation algorithm and OC-SVM algorithm and integrated program semantic information from different views to realize the representation and classification of Android virtualization programs. The experimental results show that Aiplugin can detect more types of Android virtuali-zation programs, including parallel space, compared with the current representative tool VAhunt.

Foundation Support

国家自然科学基金资助项目(62102385)
安徽省自然科学基金资助项目(2108085QF262,2108085QF264)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2022.09.0545
Publish at: Application Research of Computers Printed Article, Vol. 40, 2023 No. 6
Section: Software Technology Research
Pages: 1764-1770
Serial Number: 1001-3695(2023)06-026-1764-07

Publish History

[2023-01-04] Accepted Paper
[2023-06-05] Printed Article

Cite This Article

张威楠, 孟昭逸, 熊焰, 等. 基于异质信息网络的安卓虚拟化程序检测方法 [J]. 计算机应用研究, 2023, 40 (6): 1764-1770. (Zhang Weinan, Meng Zhaoyi, Xiong Yan, et al. Detection method of Android virtualization program based on heterogeneous information network [J]. Application Research of Computers, 2023, 40 (6): 1764-1770. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.

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