论文信息 - Attacks on Translation Based Steganography

Attacks on Translation Based Steganography

Translation-Based Steganography(TBS) is a kind of famous text steganography. In this paper we examine the robustness of TBS and give an effective detection algorithm for TBS. Our algorithm can not only distinguish between natural language text and stego-text which was generated by TBS, but also can distinguish between machine translated text and stego-text. The detection accuracy increases as the text size increases. When the text size is larger than 60 sentences, the detection accuracy is greater than 92%.

[1] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.

[2] Ralph Grishman,et al. The American National Corpus: A Standardized Resource for American English , 2000, LREC.

[3] Krista Bennett,et al. LINGUISTIC STEGANOGRAPHY: SURVEY, ANALYSIS, AND ROBUSTNESS CONCERNS FOR HIDING INFORMATION IN TEXT , 2004 .

[4] Liusheng Huang,et al. Linguistic Steganography Detection Using Statistical Characteristics of Correlations between Words , 2008, Information Hiding.

[5] Huang Liusheng,et al. A Statistical Algorithm for Linguistic Steganography Detection Based on Distribution of Words , 2008, ARES 2008.

[6] Mikhail J. Atallah,et al. Translation-based steganography , 2005, J. Comput. Secur..

[7] Markus G. Kuhn,et al. Information hiding-a survey , 1999, Proc. IEEE.

[8] Philipp Koehn,et al. Europarl: A Parallel Corpus for Statistical Machine Translation , 2005, MTSUMMIT.

[9] Liusheng Huang,et al. A Statistical Algorithm for Linguistic Steganography Detection Based on Distribution of Words , 2008, 2008 Third International Conference on Availability, Reliability and Security.

[10] Mikhail J. Atallah,et al. Lost in just the translation , 2006, SAC.

[11] Xin-xin Zhao,et al. Effective Linguistic Steganography Detection , 2008, 2008 IEEE 8th International Conference on Computer and Information Technology Workshops.