Title :
A Robust, Distortion Minimizing Technique for Watermarking Relational Databases Using Once-for-All Usability Constraints
Author :
Kamran, Muhammad ; Suhail, Sabah ; Farooq, M.
Author_Institution :
Next Generation Intell. Networks Res. Center (nexGIN RC), COMSATS Inst. of Inf. Technol., Wah Cantt, Pakistan
Abstract :
Ownership protection on relational databases--shared with collaborators (or intended recipients)-demands developing a watermarking scheme that must be able to meet four challenges: 1) it should be robust against different types of attacks that an intruder could launch to corrupt the embedded watermark; 2) it should be able to preserve the knowledge in the databases to make them an effective component of knowledge-aware decision support systems; 3) it should try to strike a balance between the conflicting requirements of database owners, who require soft usability constraints, and database recipients who want tight usability constraints that ensure minimum distortions in the data; and 4) last but not least, it should not require that a database owner defines usability constraints for each type of application and every recipient separately. The major contribution of this paper is a robust and efficient watermarking scheme for relational databases that is able to meet all above-mentioned four challenges. The results of our experiments prove that the proposed scheme achieves 100 percent decoding accuracy even if only one watermarked row is left in the database.
Keywords :
decision support systems; relational databases; watermarking; distortion minimizing technique; knowledge-aware decision support systems; once-for-all usability constraints; ownership protection; relational database watermarking; robust technique; Copyright protection; Data models; Distortion; Watermarking; Data usability constraints; data quality; database watermarking; distortion free; ownership protection; right protection; robust watermarking;
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on
DOI :
10.1109/TKDE.2012.227