WAVELET-BASED IMAGE COMPRESSION ANTI-FORENSICS

被引:12
|
作者
Stamm, Matthew C. [1 ]
Liu, K. J. Ray [1 ]
机构
[1] Univ Maryland, Dept Elect & Comp Engn, College Pk, MD 20742 USA
关键词
Anti-Forensics; Digital Forensics; Image Compression;
D O I
10.1109/ICIP.2010.5652845
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Because digital images can be modified with relative ease, considerable effort has been spent developing image forensic algorithms capable of tracing an image's processing history. In contrast to this, relatively little consideration has been given to anti-forensic operations designed to mislead forensic techniques. In this paper, we propose an anti-forensic technique capable of removing artifacts indicative of wavelet-based image compression from an image. Our technique operates by adding anti-forensic dither to a previously compressed image's wavelet coefficients so that the anti-forensically modified wavelet coefficient distribution matches a model of the coefficient distribution before compression. Simulation results show that our algorithm is capable of fooling current forensic image compression detection algorithms 100% of the time.
引用
收藏
页码:1737 / 1740
页数:4
相关论文
共 50 条
  • [21] An integrated method in wavelet-based image compression
    Hsu, HH
    Hu, YQ
    Wu, BF
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 1998, 335B (06): : 1053 - 1068
  • [22] Compression limits of wavelet-based image coding
    Auli-Llinas, Francesc
    Serra-Sagrista, Joan
    Sanchez, Victor
    2014 DATA COMPRESSION CONFERENCE (DCC 2014), 2014, : 397 - 397
  • [23] A digital processor for wavelet-based image compression
    Thierschmann, M
    Martin, UE
    SENSORS AND CAMERA SYSTEMS FOR SCIENTIFIC, INDUSTRIAL AND DIGITAL PHOTOGRAPHY APPLICATIONS, 2000, 3965 : 340 - 347
  • [24] Geometric methods for wavelet-based image compression
    Wakin, M
    Romberg, J
    Choi, H
    Baraniuk, R
    WAVELETS: APPLICATIONS IN SIGNAL AND IMAGE PROCESSING X, PTS 1 AND 2, 2003, 5207 : 507 - 520
  • [25] A wavelet-based analysis of fractal image compression
    Davis, GM
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 1998, 7 (02) : 141 - 154
  • [26] Wavelet-based image compression and content authentication
    Tian, J
    IMAGE COMPRESSION AND ENCRYPTION TECHNOLOGIES, 2001, 4551 : 11 - 20
  • [27] Anti-Forensics of Image Contrast Enhancement Based on Generative Adversarial Network
    Zou, Hao
    Yang, Pengpeng
    Ni, Rongrong
    Zhao, Yao
    SECURITY AND COMMUNICATION NETWORKS, 2021, 2021 (2021)
  • [28] Integrated method in wavelet-based image compression
    Hsu, Hung-Hseng
    Hu, Yi-Qiang
    Wu, Bing-Fei
    Journal of the Franklin Institute, 1998, 335 B (06): : 1053 - 1068
  • [29] Wavelet-based image compression and cancer detection
    Bialasiewicz, JT
    Proceedings of the Seventh IASTED International Conference on Computer Graphics and Imaging, 2004, : 377 - 382
  • [30] Image compression with wavelet-based vector quantization
    Lin, SD
    Shie, SC
    Lee, KY
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2003, E86D (04) : 763 - 767