Robust Watermarking of Relational Databases with Ontology-Guided Distortion Control

IEEE Transactions on Information Forensics and Security

Volumn 10, Issue 9, 2015, Pages 1939-1952

  Franco Contreras, Javier ^a   Coatrieux, Gouenou ^b  

^a ECOLE DES MINES DE NANTES   (France)

^b UNIVERSITÉ EUROPÉENNE DE BRETAGNE   (France)

Author keywords

Information security; Ontology; Relational Database; Watermarking

Indexed keywords

COPYRIGHTS; DIGITAL WATERMARKING; GRAPHIC METHODS; MEDICAL COMPUTING; ONTOLOGY; SECURITY OF DATA; SEMANTICS;

CENTRAL LIMIT THEOREM; COPYRIGHT PROTECTIONS; DATA INTERPRETATION; DATABASE WATERMARKING; NUMERICAL ATTRIBUTES; OWNER IDENTIFICATION; QUANTIZATION INDEX MODULATION; RELATIONAL DATABASE;

WATERMARKING;

EID: 84937944180     PISSN: 15566013     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIFS.2015.2439962     Document Type: Article

References (26)

1. S. Rogers. WikiLeaks Embassy Cables: Download the Key Data and See How it Breaks Down. [Online]. Available: http://www.theguardian.com/news/datablog/2010/nov/29/wikileaks-cables-data, accessed Nov. 21, 2013
2. M. McNickle. Top 10 Data Security Breaches in 2012. Healthcare Finance News. [Online]. Available: http://www.healthcarefinancenews. com/news/top-10-data-security-breaches-2012, accessed Nov. 21, 2013
3. W.-H. Lin, Y.-R. Wang, and S.-J. Horng"A wavelet-tree-based watermarking method using distance vector of binary cluster"Expert Syst. Appl., vol. 36, no. 6, pp. 9869-9878, 2009
4. D. Rosiyadi, S.-J. Horng, P. Fan, X. Wang, M. K. Khan, and Y. Pan"Copyright protection for e-government document images"IEEE Multimedia, vol. 19, no. 3, pp. 62-73, Jul./Sep. 2012
5. I. J. Cox, M. L. Miller, J. A. Bloom, J. Fridrich, and T. Kalker, Digital Watermarking and Steganography, 2nd ed. San Mateo, CA, USA: Morgan Kaufmann, 2008
6. R. Agrawal and J. Kiernan"Watermarking relational databases"in Proc. 28th Int. Conf. Very Large Data Bases, 2002, pp. 155-166
7. R. Sion, M. J. Atallah, and S. Prabhakar"Rights protection for relational data"IEEE Trans. Knowl. Data Eng., vol. 16, no. 12, pp. 1509-1525, Dec. 2004
8. D. Gross-Amblard"Query-preserving watermarking of relational databases and XML documents"ACM Trans. Database Syst., vol. 36, no. 1, 2011, Art. ID 3
9. M. Shehab, E. Bertino, and A. Ghafoor"Watermarking relational databases using optimization-based techniques"IEEE Trans. Knowl. Data Eng., vol. 20, no. 1, pp. 116-129, Jan. 2008
10. Y. Li, H. Guo, and S. Jajodia"Tamper detection and localization for categorical data using fragile watermarks"in Proc. 4th ACM Workshop DRM, 2004, pp. 73-82
11. F. Guo, J. Wang, and D. Li"Fingerprinting relational databases"in Proc. ACM Symp. Appl. Comput., 2006, pp. 487-492
12. M. Kamran and M. Farooq"A formal usability constraints model for watermarking of outsourced datasets"IEEE Trans. Inf. Forensics Security, vol. 8, no. 6, pp. 1061-1072, Jun. 2013
13. M. Kamran, S. Suhail, and M. Farooq"A robust, distortion minimizing technique for watermarking relational databases using once-for-All usability constraints"IEEE Trans. Knowl. Data Eng., vol. 25, no. 12, pp. 2694-2707, Dec. 2013
14. J. Lafaye, D. Gross-Amblard, C. Constantin, and M. Guerrouani"Watermill: An optimized fingerprinting system for databases under constraints"IEEE Trans. Knowl. Data Eng., vol. 20, no. 4, pp. 532-546, Apr. 2008
15. J. Franco-Contreras et al."Data quality evaluation in medical database watermarking"Studies Health Technol. Inform., vol. 210, pp. 276-280, May 2015
16. A. Gomez-Perez and V. R. Benjamins"Applications of ontologies and problem-solving methods"AI Mag., vol. 20, no. 1, pp. 119-123, 1999
17. W. Su, J. Wang, and F. H. Lochovsky"ODE: Ontology-Assisted data extraction"ACM Trans. Database Syst., vol. 34, no. 2, 2009, Art. ID 12
18. L. Hollink, G. Schreiber, J. Wielemaker, and B. Wielinga"Semantic annotation of image collections"in Proc. Workshop Knowl. Markup Semantic Annotation (KCAP), 2003, pp. 41-48
19. G. Coatrieux, E. Chazard, R. Beuscart, and C. Roux"Lossless watermarking of categorical attributes for verifying medical data base integrity"in Proc. Annu. Int. Conf. IEEE EMBC, Aug./Sep. 2011, pp. 8195-8198
20. J. Franco-Contreras, G. Coatrieux, N. Cuppens-Boulahia, F. Cuppens, and C. Roux"Robust lossless watermarking of relational databases based on circular histogram modulation"IEEE Trans. Inf. Forensics Security, vol. 9, no. 3, pp. 397-410, Mar. 2014
21. V. Pournaghshband"A new watermarking approach for relational data"in Proc. 6th Annu. Conf. ACM-SE, 2008, pp. 127-131
22. B. Chen and G. W. Wornell"Quantization index modulation: A class of provably good methods for digital watermarking and information embedding"IEEE Trans. Inf. Theory, vol. 47, no. 4, pp. 1423-1443, May 2001
23. N. I. Fisher and T. Lewis"Estimating the common mean direction of several circular or spherical distributions with differing dispersions"Biometrika, vol. 70, no. 2, pp. 333-341, 1983
24. R. G. McKilliam"Lattice theory, circular statistics and polynomial phase signals"Ph.D. dissertation, School Inf. Technol. Elect. Eng., Univ. Queensland, Brisbane, QLD, Australia, 2010
25. M. L. Berenson, T. C. Krehbiel, and D. M. Levine, Basic Business Statistics: Concepts and Applications. Englewood Cliffs, NJ, USA: Prentice-Hall, 2012
26. Stanford Center for Biomedical Informatics Research. Protege Ontology Editor. [Online]. Available: http://protege.stanford. edu/, accessed Dec. 9, 2013