Semantic Web and Information Systems, volume 19, issue 1, pages 1-19

PRNU Anonymous Algorithm Used for Privacy Protection in Biometric Authentication Systems

Jian Li 1
, 
Xiaobo Zhang 1
, 
Ma Bin 1
, 
Meihong Yang 2
, 
Chunpeng Wang 1
, 
Yang Liu 1
, 
Xinan Cui 3
, 
Xiaotong Yang 4
1
 
2
 
Shandong Computer Science Center, China | 
3
 
ZhongFu Information Inc., China | 
4
 
Sungkyunkwan University, China | 
Publication type: Journal Article
Publication date: 2023-02-10
Q1
Q1
SJR: 0.943
CiteScore: 6.2
Impact factor: 4.1
ISSN: 15526283, 15526291
Information Systems
Computer Networks and Communications
Abstract

The photo response non-uniformity (PRNU) is used to connect an image to its source sensor. In this paper, researchers propose a PRNU anonymity method based on image segmentation to cut the relationship between the image and its source camera. According to the distribution rule of PRNU in the high and low frequency band of the image, the high and low frequency information of the part is also processed differently, which ensures the quality of the output image to a large extent. Experiments on the datasets show that the proposed method can preserve the biometric characteristics of the device while maintaining the anonymity of the device. Comparing with prior art, peak signal to noise ratio (PSNR) and cosine similarity are improved by 1.9 dB and 0.02 points, respectively.

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GOST |
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GOST Copy
Li J. et al. PRNU Anonymous Algorithm Used for Privacy Protection in Biometric Authentication Systems // Semantic Web and Information Systems. 2023. Vol. 19. No. 1. pp. 1-19.
GOST all authors (up to 50) Copy
Li J., Zhang X., Ma Bin, Yang M., Wang C., Liu Y., Cui X., Yang X. PRNU Anonymous Algorithm Used for Privacy Protection in Biometric Authentication Systems // Semantic Web and Information Systems. 2023. Vol. 19. No. 1. pp. 1-19.
RIS |
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RIS Copy
TY - JOUR
DO - 10.4018/ijswis.317928
UR - https://doi.org/10.4018/ijswis.317928
TI - PRNU Anonymous Algorithm Used for Privacy Protection in Biometric Authentication Systems
T2 - Semantic Web and Information Systems
AU - Li, Jian
AU - Zhang, Xiaobo
AU - Ma Bin
AU - Yang, Meihong
AU - Wang, Chunpeng
AU - Liu, Yang
AU - Cui, Xinan
AU - Yang, Xiaotong
PY - 2023
DA - 2023/02/10
PB - IGI Global
SP - 1-19
IS - 1
VL - 19
SN - 1552-6283
SN - 1552-6291
ER -
BibTex |
Cite this
BibTex (up to 50 authors) Copy
@article{2023_Li,
author = {Jian Li and Xiaobo Zhang and Ma Bin and Meihong Yang and Chunpeng Wang and Yang Liu and Xinan Cui and Xiaotong Yang},
title = {PRNU Anonymous Algorithm Used for Privacy Protection in Biometric Authentication Systems},
journal = {Semantic Web and Information Systems},
year = {2023},
volume = {19},
publisher = {IGI Global},
month = {feb},
url = {https://doi.org/10.4018/ijswis.317928},
number = {1},
pages = {1--19},
doi = {10.4018/ijswis.317928}
}
MLA
Cite this
MLA Copy
Li, Jian, et al. “PRNU Anonymous Algorithm Used for Privacy Protection in Biometric Authentication Systems.” Semantic Web and Information Systems, vol. 19, no. 1, Feb. 2023, pp. 1-19. https://doi.org/10.4018/ijswis.317928.
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