期刊论文

Wang, ZF

英文

Journal of Information Security and Applications

2214-2126

2024

80

103672

10.1016/j.jisa.2023.103672

CRediT authorship contribution statement Chunyan Zeng: Conceptualization, Methodology, Software, Investigation, Formal analysis, Writing – original draft. Shixiong Feng: Data Curation, Writing – original draft. Zhifeng Wang: Supervision, acquisition, Conceptualization, Methodology, Writing – review & editing. Xiangkui Wan: Software, Validation. Yunfan Chen: Data Curation. Nan Zhao: Resources.

本校为通讯机构

The existing source cell-phone recognition method lacks the long-term feature characterization of the source device, resulting in an inaccurate representation of the source cell-phone related features, which leads to insufficient recognition accuracy. In this paper, we propose a source cell-phone recognition method based on spatio-temporal representation learning, which includes two main parts: extraction of sequential Gaussian mean matrix features and construction of a recognition model based on spatio-temporal representation learning. In the feature extraction part, based on the analysis of ...