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研究生:賴威儒
研究生(外文):Lai, Wei-Ju
論文名稱:使用MRF紋理合成方法的高容量藏密系統
論文名稱(外文):A High-Capacity Steganographic System Using MRF-Based Texture Synthesis
指導教授:陳朝欽陳朝欽引用關係
學位類別:碩士
校院名稱:國立清華大學
系所名稱:資訊工程學系
學門:工程學門
學類:電資工程學類
論文種類:學術論文
論文出版年:2013
畢業學年度:101
語文別:英文
論文頁數:24
中文關鍵詞:藏密紋理合成MRF
相關次數:
  • 被引用被引用:0
  • 點閱點閱:198
  • 評分評分:
  • 下載下載:14
  • 收藏至我的研究室書目清單書目收藏:0
藏密學是一門關於資訊隱藏的理論。主要的目的在於避免訊息在傳遞過程中遭受竊取或破壞。這篇論文提出了一個具有高容量的藏密系統,我們採用基於MRF 模型的紋理合成演算法 [Chen2003] ,合成
出符合使用者需求大小的載體影像。一般情況下,隱藏訊息的長度受
限於載體影像的大小,而我們採用紋理合成的方法來解決這個問題。
此外,為了增加藏密的安全性,在訊息被嵌入至載體影像之前,我們
會先對其進行加密的動作,而我們所採用的加密方法是基於數論中原
根的特性。當
Steganography is a theory of information hiding. It prevents secret message from being stolen and destroyed during communication. This thesis proposes a high-capacity steganographic system for data hiding. We adopt a texture synthesis algorithm based on Markov Random Field (MRF) model [Chen2003] to synthesize cover images with user-selected size. Generally, the length of a secret message to be
hidden is limited by the size of the cover image; we solved this problem by using the texture synthesis algorithm. In addition, to enhance the security, we encrypt the secret
message before embedding it into a cover image. The encryption method is based on the property of primitive root mentioned in Number Theory. When
Chapter 1 Introduction..........................1
Chapter 2 Background Review.....................4
2.1 Markov Random Field.................4
2.2 Generalized Ising Model (GIM).......6
2.3 Some Theorems from Number Theory....7
Chapter 3 Proposed Data Hiding Method...........9
3.1 Motivation..........................9
3.2 Cover Image Generation..............9
3.3 Encryption.........................10
3.4 Embedding..........................11
3.5 Extracting.........................12
Chapter 4 Experimental Results.................14
Chapter 5 Conclusion and Future Work...........22
References.....................................23

[Chen2003] C.C. Chen and C.C. Chen, “Texture Synthesis: A Review and Experiments,” Journal of Information Science and Engineering, Vol. 19, No. 2, 371-380, 2003.
[Cros1983] G.R. Cross and A.K. Jain, “Markov Random Field Texture Models,” IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol. 5, No.1, 25-39, 1983.
[John1998] N.F. Johnson and S. Jajodia, “Exploring Steganography: Seeing the Unseen,” IEEE Computer Magazine, Vol. 31, 26-34, 1998.
[Prov2003] N. Provos and P. Honeyman, “Hide and Seek: An Introduction to Steganography,” IEEE Security &; Privacy, Vol.1, No. 3, 354-362, 2006.
[Chan2003] C.K. Chan and L.M. Chen, “Hiding data in images by simple LSB substitution,” Pattern Recognition, Vol.37, 469-474, 2003.
[Cox 2008] I.J. Cox, M.L. Miller, J.A. Bloom, J. Fridrich and T. Kalker, Digital Watermarking and Steganography, Morgan Kaufmann, 2nd edition, 2008.
[Stal2003] W. Stallings, Cryptography and Network Security: Principles and Practice, Pearson International Edition, 3rd edition, 2003.
[Stin2006] D.R. Stinson, Cryptography: Theory and Practice, Chapman &; Hall/CRC, 3rd edition, 2006.
[Sayo2000] K. Sayood, Introduction to Data Compression, Morgan Kaufmann, 2nd edition, 2000.
[Madi2008] M.A. Medina Jr., “How Many Grey Levels Are Required to Represent a Grey Intensity Image Using Histogram Equalization? ,” M.S. Thesis, National Tsing Hua University, Hsinchu, Taiwan, Jun 2008.
[Chan2011] F.J. Chang and C.C. Chen, “A Steganographic Method Using MRF-Synthesized Textures as Cover Images,” The 4th International Workshop on Image Media Quality and Its Applications, 58-62, 2011.
[West2001] A. Westfeld, “F5—A Steganographic Algorithm : High Capacity Despite Better Steganalysis, ” The 4th International Workshop on Information Hiding, Springer-Verlag, 289-302, 2001.
[Liu2008] C.L. Liu and S.R. Liao, ”High-Performance JPEG Steganography using complementary embedding strategy ,” Pattern Recognition, Vol. 41, No. 9, 2945-2955, 2008.
[Prov2001] N. Provos, “Defending Against Statistical Steganalysis,” Proceedings of the 10th USENIX Security Symposium, 323-335, 2001.
[Web01] http://en.wikipedia.org/wiki/Steganography, last access on March 31, 2013.
[Web02] http://en.wikipedia.org/wiki/Primitive_root_modulo_n,
last access on March 31, 2013.
[Web03] http://image.cse.nsysu.edu.tw/index1.html, last access on March 31, 2013.
[Web04] http://en.wikipedia.org/wiki/Peak_signal-to-noise_ratio, last access on March 31, 2013.
[Web05] http://www.nytimes.com/2013/01/21/us/politics/obamas-second-inaugural-speech.html?pagewanted=all&;_r=0, last access on March 31, 2013.
[Web06] http://zooid.org/~paul/crypto/jsteg/, last access on March 31, 2013

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