A Scientometric Review of Research Evolution in Digital Forensics

Guihuang Jiang, Chenguang Li
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引用次数: 2

Abstract

In this paper, we reviewed the scientific literature of digital forensics between 1990 to 2019. The visualized charts of keyword cloud, surging keywords and co-citation networks were generated by CiteSpace V. Based on the analysis, it was found that: (1) the research contents of digital forensics are focused on eight aspects. They are basic theory and methods, physical equipment and forensic methods, image forgery identification, file recovery and data extraction, smart phones and social network forensics, case-based forensics and crime forensics, automatic identification technology and tools, cloud computing and cloud forensics. (2) The research evolutional paths were followed by storage media, image forensics technologies, data recovery technologies, encryption and decryption technologies, human and social characteristics. (3) The breakthrough of image forgery identification technology accelerated the development of digital forensics; smart phone and social network forensics and automated forensics technologies bring important paradigm shift; in the future, automatic forensics and cloud forensics will be hot research directions.
数字取证研究演变的科学计量学回顾
在本文中,我们回顾了1990年至2019年间数字取证的科学文献。通过CiteSpace v生成关键词云、涌动关键词和共被引网络的可视化图表,分析发现:(1)数字取证的研究内容主要集中在八个方面。分别是基础理论与方法、物理设备与取证方法、图像伪造鉴定、文件恢复与数据提取、智能手机与社交网络取证、案例取证与犯罪取证、自动识别技术与工具、云计算与云取证。(2)存储介质、图像取证技术、数据恢复技术、加解密技术、人与社会特征是研究的演进路径。(3)图像伪造识别技术的突破,加速了数字取证的发展;智能手机和社交网络取证以及自动化取证技术带来重要的范式转变;未来,自动取证和云取证将是热点研究方向。
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