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一种基于压缩图像的反取证方法 被引量:1

Anti-forensic method based on image compression
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摘要 图像处理软件的广泛使用使数字图像的篡改和伪造变得更加容易,这给图像数据的安全性带来严重影响。数字图像取证是解决这个问题的关键技术,逐渐成为研究热点。反取证技术能够有效降低或消除取证技术的检测效果,尚没有得到应有的重视。提出一种针对JEPG压缩的反取证技术,通过在压缩图像的DCT系数中添加适当的噪声移除量化块效应,从而去除图像取证的检测证据。实验结果表明,所提出的方法能够明显降低JEPG图像取证方法的检测性能。 The widespread use of image processing software makes it easy to tamper and counterfeit a digital image, which will lead to serious influence to the security of image data. The digital image forensics is the key technology to solve the problem and is gradually becoming the research focus. Anti-forensics technology can effectively reduce or eliminate the detection effect of the forensics, but it has not been paid due attention. In this paper, an anti-forensics technology is proposed for JEPG compression,which removes the quantization blocking artifacts by adding appropriate noise to the DCT coefficients in a compressed image, so as to eliminate forensic detection evidence of the image. The experimental results show that the proposed method can significantly reduce the detection performance of the JEPG image forensics.
作者 程格平 王毅
出处 《计算机时代》 2015年第9期12-13,16,共3页 Computer Era
基金 湖北省教育厅青年教师深入企业项目(XD2014244) 湖北省自然科学基金项目(2014CFB634) 襄阳市研究与开发计划项目
关键词 压缩图像 图像取证 反取证技术 量化效应 检测性能 compressed image image forensics anti-forensics quantization artifacts detection performance
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参考文献9

  • 1Farid H. Creating and detecting doctored and virtual images[J]. Implications to The Child Pornography Prevention Act,2004: 280-291.
  • 2Hany F. Digital image ballistics from JPEG quantization[R]. Technical Report TR2006-583, Department of Computer Science, Dartmouth College,2006.
  • 3Fridrich J. Feature-based steganalysis for JPEG images and its implications for future design of steganographic schemes[C]// Information Hiding. Springer Berlin Heidelberg,2005:67-81.
  • 4Kirchner M, Bohme R. Hiding traces of resampling in digital imagesIJ]. Information Forensics and Security, IEEE Transactions on, 2008.3(4):582-592.
  • 5Barni M, Fontani M, Tondi B. A universal technique to hide traces of histogram-based image manipulations[C]//Proceedings of the on Multimedia and security.ACM,2012:97-104.
  • 6Huang F, Huang J, Shi Y Q. Detecting double JPEG compression with the same quantization matrix[J].Information Forensics and Security, IEEE Transactions on,2010.5(4):848-856.
  • 7Li H, Luo W, Huang J. Anti-forensics of double JPEG compression with the same quantization matrix[J]. Multimedia Tools and Applications,2014:1-16.
  • 8芦明,牛少彰,黄艳丽.数字图像取证技术[J].中国电子商情(通信市场),2013(5):58-63. 被引量:1
  • 9Lam E Y, Goodman J W. A mathematical analysis of the DCT coefficient distributions for images[J]. Image Processing, IEEE Transactions on,2000.9(10):1661-1666.

二级参考文献18

  • 1Z. J. Geradts, J. Bijhold, M. Kiefi, K. Kurosawa, K. Kuroki, and N. Saitoh, "Methods for Identification of Images Acquired with Digital Cameras", Proc. of SPIE, Enabling Technologies for Law Enforcement and Security, vol. 4232, February 2001.
  • 2J. Lukas, J. Fridrich, and M. Goljan, "Digital Camera Identification from Sensor Pattern Noise", IEEE Transactions on Information Forensics and Security, June 2006.
  • 3S. Bayram, H. T. Sencar, N. Memon, and I. Avcibas, "Source Camera Identification Based on CFA Interpolation", ICIP 2005.
  • 4Alin C Popescu,Hany Farid.Exposing digital forgeries in color filter array interpolated images[J].IEEE Transactions on Signal Processing,2005,53(10):3948-3959.
  • 5Micah K . Johnson, Hany Farid . Exposing Digital Forgeries Through Chromatic Aberration[C]. Proceedings of the Multimedia and Security Workshop 2006,v2006:48-55.
  • 6Hany Farid . Blind Inverse Gamma Correction[J] . IEEE Transactions ON Image Processing, 2001,10(10): 1428-1433.
  • 7Hsu Yu-Feng, Chang, Shih-Fu. Detecting image splicing using geometry invariants and camera characteristics consistency[C]. IEEE International Conference on Multimedia and Expo,2006, 2006:549-552.
  • 8Christine McKay, Ashwin Swaminathan, Hongmei Gou. Image Acquisition Forensics: Forensic Analysis To Identify Imaging Source[C] . IEEE International Conference on Acoustics, Speech and Signal Processing- Proceedings, 2008:1657-1660.
  • 9Oya Celiktutan, Ismail Avcibas,Bulent Sankur. Blind identification of Cellular Phone Cameras[C]. SPIE 2007, San Jose, CA, USA, 2007:1-4.
  • 10Hongmei Gou, Ashwin Swaminathan, Min Wu. Robust scanner identification based on noise features.[C]. Proceedings of SPIE - The International Society for Optical Engineering, 2007:6505.

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