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http://dx.doi.org/10.9708/jksci.2022.27.10.115

The Trends and Prospects of Mobile Forensics Using Linear Regression  

Choi, Sang-Yong (Dept. of Cyber Security, Yeungnam University College)
Publication Information
Journal of the Korea Society of Computer and Information / v.27, no.10, 2022 , pp. 115-121 More about this Journal
Abstract
In this paper, we analyze trends in the use of mobile forensic technology, focusing on cases where mobile forensics are used, and we predict the development of future mobile forensics technology using linear regression used in future prediction models. For the current status and outlook analysis, we extracted a total of 8 variables by analyzing 1,397 domestic and foreign mobile forensics-related cases and newspaper articles. We analyzed the prospects for each variable using the year of occurrence as an independent variable, seven variables such as text (text message usage information), communication information (cell phone communication information), Internet usage information, messenger usage information, stored files, GPS, and others as dependent variables. As a result of the analysis, among various aspects of the use of mobile devices, the use of Internet usage information, messenger usage information, and data stored in mobile devices is expected to increase. Therefore, it is expected that continuous research on technologies that can effectively extract and analyze characteristic information of mobile devices such as file systems, the Internet, and messengers will be needed As mobile devices increase performance and utilization in the future and security technology.
Keywords
Mobile Forensic; Cyber Crime; Forensic Tools; Logistic Regression; Prospect;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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