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一种新型高效的JPEG信息隐藏盲检测系统 被引量：1

New and effective JPEG steganographic content detecting system
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摘要 设计并开发了一种基于DCT系数能量及能量差特征,三层前馈非线性神经网络来作为分类器的JPEG图像隐藏信息的盲检测系统。整个系统的开发环境是VC++6.0,采用了多线程XML技术以及SQL Server数据库,实现了JPEG图片的批量盲检测,检测信息存储以及报表生成。系统对三千多幅JPEG图像进行盲检测测试,对于多种隐写方法取得平均检测率90.085%,包括低嵌入率的JPEG含秘图像和平滑、锐化、缩小、剪切和再压缩处理后的JPEG净图。 A blind detecting JPEG Steganographic Content system was designed and developed whose class is based on the characteristics of DCT coefficients energy and 3-layer forward neural network. The whole system was developed in VC ＋ ＋ 6.0, using the multi-thread, XML , SQL Server database and the JPEG library of Thomas G. Lane, and a blind detecting JPEG Steganographic Content system was realized which can store detecting information and create reports. This system has detected more than 3000 pictures and the average detecting rate of various Steganographic methods is 90. 085%, including jpeg pictures with low stega rate and cover pictures which are smoothened, sharpened, shirked, cuted or re-compressed.
作者 陶砚蕴 徐萃华 毛家发 林家骏
机构地区 华东理工大学信息科学与工程学院
出处 《计算机应用》 CSCD 北大核心 2007年第6期1527-1530,共4页 journal of Computer Applications
关键词 盲检测 JPEG图片 能量 神经网络 分类器 XML blind detecting JPEG energy neural network classfication XML
分类号 TP309 [自动化与计算机技术—计算机系统结构]
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  • 1HUANG J,SHI YQ.Adaptive image watermarking scheme based on visual masking[J].Electron.Lett.,1998,34(8):148 -750.
  • 2OGIHARA T,NAKAMURA N,YOKOYA N.Data embedding into pictorial with less distortion using discrete cosine transform[J].in Proc.ICPR'96,1996:675-679.
  • 3JAIN AK.Fundamentals of Digital Image Processing[M].Englewood Cliffs,NJ:Prentice-Hall,1989.
  • 4LIE W-N,LIN G-S,WU C-L.Robust image watermarking on the DCT domain[A].in Proc.IEEE Int.Symp.Circuits and Systems[C].2000.Ⅰ228 -Ⅰ231.
  • 5SAITO N.Simultaneous noise suppression and signal compreesion using a library of orthnormal bases and the MDL criterion[A].in Wavelets in Geophysics[C].New York:Academic,1995.299-324.
  • 6NATARAJAN B.Filtering random noise from deterministic signals via data compression[J].IEEE Trans.on Signal Processing,1995,43(10):2595 -2605.
  • 7LIEW-N,LING-S.A Feature-based classification technique for blind image steganalysis[J].IEEE Transactions on multimedia,2005,7(6):1007-1020.
  • 8KONG X,ZHANG T,YOU X,et al.A new steganalysis approach based on both complexity estimate and statistical filter[A].in Proc.IEEE pacific-Rim Conf.on Multimedia,LNCS 2532[C].2002.434-441.
  • 9HARMSEN JJ,PEARLMAN WA.Steganalysis of additive noise modelable information hiding[A].Proc.SPIE[C].2003.21-24.
  • 10AVCIBAS I,MEMON N,SANKUR B.Steganalysis using image quality metrics[J].IEEE Trans.Image Process.2003,12(2):221-229.

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计算机应用
2007年 第6期

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