Abstract
We describe a scheme for watermarking natural language text by embedding small portions of the watermark bit string in the syntactic structure of a number of selected sentences in the text, with both the selection and embedding keyed (via quadratic residue) to a large prime number. Meaning-preserving transformations of sentences of the text (e.g., translation to another natural language) cannot damage the watermark. Meaning-modifying transformations have a probability, of damaging the watermark, proportional to the watermark length over the number of sentences. Having the key is all that is required for reading the watermark. The approach is best suited for longish meaning-rather than style-oriented ”expository” texts (e.g., reports, directives, manuals, etc.), of which governments and industry produce in abundance and which need protection more frequently than fiction or poetry, which are not so tolerant of the small meaning-preserving syntactic changes that the scheme implements.
Portions of this work were supported by Grant EIA-9903545 from the National Science Foundation, and by sponsors of the Center for Education and Research in Information Assurance and Security.
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References
Anderson, R. (ed.) 1996. Information Hiding. First International Workshop. Cambridge, UK, May/June 1996. Proceedings. Lecture Notes in Computer Science 1174
Aucsmith, D., J. Hartmanis, G. Goos, and J. Van Leeuwen (eds.) 1998. Information Hiding II: 2nd International Workshop, IH’ 98. Portland, Oregon, USA, April 1998. Proceedings. Lecture Notes in Computer Science 1525.
Petitcolas, F. A. P., R. J. Anderson, and M. G. Kuhn 1999. Information Hiding-A Survey. Proceedings of the IEEE 87(7), pp. 1062–1078. July 1999.
Pfitzmann, A. (ed.) 2000. Information Hiding. Third International Workshop, IH’ 99. Dresden, Germany, September/October 1999. Proceedings. Lecture Notes in Computer Science 1768.
Katzenbeisser, S., and F. A. P. Petitcolas (eds.) 2000. Information Hiding. Techniques for Steganography and Digital Watermarking.
N. F. Johnson, Z. Duric, and S. Jajodia (eds.) 2000. Information Hiding: Steganography and Watermarking-Attacks and Countermeasures. Advances in Information Security, Vol. 1.
Cox, I. J., J. Kilian, F. T. Leighton, T. Shamoon 1996. Secure spread spectrum watermarking for images, audio and video. International Conference on Image Processing, Vol. 3, pp. 243–246.
Cox, I. J., and M. L. Miller 1996. A review of watermarking and the importance of perceptual modeling. Proc. SPIE-Int. Soc. Opt. Eng., Vol. 3016, pp. 92–99.
Katzenbeisser, S. C. 2000. Principles of Steganography. In [5, pp. 17–41].
Brassil, J., N. F. Maxemchuk, and L. O’Gorman 1994. Electronic Marking and Identification Technique to Discourage Document Copying. Proceedings of INFOCOM’ 94, pp. 1278–1287.
Maxemchuk, N. F. 1994. Electronic Document Distribution. AT&T Technical Journal, September/October 1994, pp. 73–80.
Low, S. H., N. F. Maxemchuk, and A. M. Lapone 1998. Document Identification for Copyright Protection Using Centroid Detection. IEEE Transcations on Communication 46(3), pp. 372–383.
Atallah, M. J., C. J. McDonough, V. Raskin, and S. Nirenburg 2000. Natural Language Processing for Information Assurance and Security: An Overview and Implementations. In: Preproceedings of the Workshop on New Paradigms in Information Security, Cork, Ireland, September 2000. To appear in: M. Shaeffer (ed.), NSPW’ 00: Proceedings of Workshop on New Paradigms in Information Security, Cork, Ireland, September 2000. ACM Publications, 2001.
Atallah, M. J., and S. S. Wagstaff 1996. Watermarking Data Using Quadratic Residues. Working Paper, Department of Computer Science, Purdue University.
Wayner, P. 1992. Mimic Functions. Cryptologia XVI(3), pp. 193–214.
Wayner, P. 1995. Strong Theoretical Steganography. Cryptologia XIX(3), 285–299.
Chapman, M., and G. Davida 1997. Hiding the Hidden: A Software System for Concealing Ciphertext as Innocuous Text. Proceedings of the International Conference on Information and Communication Security. Lecture Notes in Computer Sciences 1334, pp. 333–345.
Kutter, M., and F. A. P. Petitcolas 2000. Fair Evaluation Methods for Watermarking Systems. Journal of Electronic Imaging 9(4), pp. 445–455.
Petitcolas, F. A. P. 2000. Watermarking Scheme Evaluation-Algorithms Need Common Benchmarks. IEEE Signal Processing Magazine 17(5), pp. 58–64.
Nirenburg, S., and V. Raskin 2001. Principles of Ontological Semantics (forthcoming). Pre-publication draft, http://crl.nmsu.edu/Staff.pages/Technical/sergei/book/index-book.html.
Mahesh, K. 1996. Ontology Development for Machine Translation: Ideology and Methodology. Memoranda in Computer and Cognitive Science, MCCS-96-292. Las Cruces, NM, New Mexico State University, Computing Research Laboratory.
Nirenburg, S., and V. Raskin 1987. The subworld concept lexicon and the lexicon management system. Computational Linguistics, 13(3–4), pp. 276–289.
Nirenburg, S., and V. Raskin 1996. Ten Choices for Lexical Semantics. Memoranda in Computer and Cognitive Science, MCCS-96-304. Las Cruces, NM, New Mexico State University, Computing Research Laboratory.
Viegas, E., and V. Raskin 1998. Computational Semantic Lexicon Acquisition: Methodology and Guidelines. Memoranda in Computer and Cognitive Science, MCCS-98-315. Las Cruces, NM, New Mexico State University, Computing Research Laboratory.
Onyshkevych, B., and S. Nirenburg 1995. A lexicon for knowledge-based MT. Machine Translation, 10(1-2), pp. 5–57.
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Atallah, M.J. et al. (2001). Natural Language Watermarking: Design, Analysis, and a Proof-of-Concept Implementation. In: Moskowitz, I.S. (eds) Information Hiding. IH 2001. Lecture Notes in Computer Science, vol 2137. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45496-9_14
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DOI: https://doi.org/10.1007/3-540-45496-9_14
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