Title :
A general model for the answer-perturbation techniques
Author :
Stamate, Daniel ; Luchian, Henri ; Paechter, Ben
Author_Institution :
Fac. of Comput. Sci., Iasi Univ., Romania
Abstract :
Answer-perturbation techniques for the protection of statistical databases have been previously introduced (Luchian and Stamate, 1992); they are flexible (perturbation kept under control), modular (do not interact with the DBMS) techniques, which compare favorably to previous protection techniques. In this paper, we generalise the answer-perturbation techniques w.r.t. the operation used for modifying the exact answers (thus enhancing the level of protection). Experimental results are also included; they indicate statistical soundness of our techniques
Keywords :
database theory; query processing; security of data; DBMS; answer-perturbation techniques; exact answer modification; perturbation; protection techniques; query processing; statistical database protection; statistical soundness; Computer science; Data security; Database systems; Noise level; Performance analysis; Protection; Query processing; Random variables; Usability;
Conference_Titel :
Scientific and Statistical Database Management, 1994. Proceedings., Seventh International Working Conference on
Conference_Location :
Charlottesville, VA
Print_ISBN :
0-8186-6610-2
DOI :
10.1109/SSDM.1994.336958