Detecting Forgeriesby Correlation between Image Noise Features and EXIF Parameters

doi:10.13190/j.jbupt.2014.01.002

JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM ›› 2014, Vol. 37 ›› Issue (1): 6-10.doi: 10.13190/j.jbupt.2014.01.002

• Papers • Previous Articles Next Articles

Detecting Forgeriesby Correlation between Image Noise Features and EXIF Parameters

LI Ye-zhou¹, SUN Xiao-ting¹, NIU Shao-zhang², MENG Xian-zhe²

1. School of Science, Beijing University of Posts and Telecommunications, Beijing 100876, China;
2. Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing 100876, China

Received:2013-05-31 Online:2014-02-28 Published:2014-01-07

Abstract

Abstract:

In correlation between five common exchangeable image file (EXIF) parameters and image statistical noise for digital photos is built. The authenticity of the image is judged by this correlation. The statistical noise and five EXIF features from the training image are extracted, following the correlation established. Make use of the correlation to estimate EXIF information of testing images which will be compared with the real values. The comparison will determine the authenticity of testing images. Experiments on both tampered images and real images indicate the effectiveness of the proposed method.

Key words: image tampered, exchange image file parameters, noise features

CLC Number:

TN929.53

LI Ye-zhou, SUN Xiao-ting, NIU Shao-zhang, MENG Xian-zhe. Detecting Forgeriesby Correlation between Image Noise Features and EXIF Parameters[J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2014, 37(1): 6-10.

[1]	ZHANG Chenyu, WEN Xiangming, CHEN Yawen. High-Precision and Low-Cost Timing Method of Mobile Cellular Network [J]. Journal of Beijing University of Posts and Telecommunications, 2023, 46(1): 103-108.
[2]	. Intent-driven Demand-aware Resource Service in Autonomous Networks [J]. Journal of Beijing University of Posts and Telecommunications, 2022, 45(6): 85-91.
[3]	CHU Xing-he, LU Zhao-ming, WANG Lu-han, WU Mu-qing, WEN Xiang-ming. Multi-Path Assisted Cooperative Radio-Based Localization for Connected Vehicles [J]. Journal of Beijing University of Posts and Telecommunications, 2021, 44(2): 116-123.
[4]	ZHANG Tian-kui, WANG Xiao-fei, YANG Li-wei, YANG Ding-cheng. A SFC Deployment and Computation Resource Allocation Joint Algorithm in Mobile Networks [J]. Journal of Beijing University of Posts and Telecommunications, 2021, 44(1): 7-13.
[5]	Lü Ting-jie, SONG Luo-na, TENG Ying-lei, FENG Ye-yuan. The Architecture Design and Evaluation Method for Eco-Sustainabability Oriented Next Generation Communication Networks [J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(6): 18-26,35.
[6]	HE Jian-hua, ZHAO Hui, XU Xiao-bin, YAN Lei, WANG Shang-guang. Data Collection Method of Space-Based Internet of Things Based on Improved Double Level Distributed LT Code [J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(6): 118-125.
[7]	MA Lu, LIU Ming, LI Chao, LU Zhao-ming, MA Huan. A Cloud-Edge Collaborative Computing Task Scheduling Algorithm for 6G Edge Networks [J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(6): 66-73.
[8]	GUAN Wan-qing, ZHANG Hai-jun, LU Zhao-ming. Intelligent Resource Allocation Algorithm for 6G Multi-Tenant Network Slicing Based on Deep Reinforcement Learning [J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(6): 132-139.
[9]	LUO Yi, WANG Yu-ting, SHI Rong-hua, YAN Meng-chun, ZENG Hao. Secrecy Outage Probability Analysis of Underlay Cognitive Cooperative Relay Network with Energy Harvesting [J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(3): 105-111,124.
[10]	LI Jun-yao, CHANG Yong-yu, ZENG Tian-yi. Channel Correlation Based LOS/NLOS Identification for 3D Massive MIMO Systems [J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(1): 1-7.
[11]	JIANG Fang, ZHANG Nan-fei, HU Yan-jun, WANG Yi. BP Neural Network Based CSI Device-Free Target Classification Method [J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(1): 40-45.
[12]	REN Jia-zhi, TIAN Hui, NIE Gao-feng. Proactive Caching Scheme with Local Content Popularity Prediction [J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(1): 80-91.
[13]	XU Jiu-yun, SUN Zhong-shun, ZHANG Ru-ru. Mobile Phone Energy Saving Based on Link Prediction [J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(1): 8-13,27.
[14]	LI Xiao-hui, DU Yang-fan, SHI Xiao-zhu, YANG Xu. NLOS Ranging Error Compensation Algorithm Based on Fuzzy Association Channel Identification [J]. Journal of Beijing University of Posts and Telecommunications, 2020, 43(1): 21-27.
[15]	LI Peng, WANG De-yong, SHI Wen-xi, JIANG Zhi-guo. Research on Person Re-Identification Based on Deep Learning under Big Data Environment [J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2019, 42(6): 29-34.

Detecting Forgeriesby Correlation between Image Noise Features and EXIF Parameters

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments