Integrated Association Rules Complete Hiding Algorithms
Mohamed Refaat Abdellah, Hesham Aboelseoud Mohamed, Khalid Shafee Badran, Mohamed Badr Senousy
DOI: 10.15598/aeee.v15i2.2164
Abstract
This paper presents database security approach for complete hiding of sensitive association rules by using six novel algorithms. These algorithms utilize three new weights to reduce the needed database modifications and support complete hiding, as well as they reduce the knowledge distortion and the data distortions. Complete weighted hiding algorithms enhance the hiding failure by 100 %; these algorithms have the advantage of performing only a single scan for the database to gather the required information to form the hiding process. These proposed algorithms are built within the database structure which enables the sanitized database to be generated on run time as needed.