Secure Mining of Generalized Association Rules from Horizontally Distributed Databases
Journal Title: International journal of Emerging Trends in Science and Technology - Year 2015, Vol 2, Issue 4
Abstract
We consider the problem of secure mining of generalized association rules from horizontally distributed databases. Given a large horizontally distributed database of transactions, where each transaction consists of a set of items and taxonomy on the items, we find associations between items at any level of the taxonomy. Generalized association rule mining technique has discussed in many papers. But, in this paper we discuss about secure mining of generalized association rules from horizontally distributed databases or homogeneous databases. For that purpose, we use the same privacy preserving distributed mining concepts discussed in paper [1] with the generalized association rule mining technique called ‘cumulate’ algorithm discussed in paper [2]. The main privacy preserving parts of the protocol in paper [1] are two secure multi-party algorithms called UNIFI and SETINC. Our proposed protocol is based on Fast Distributed Mining (FDM) algorithm. FDM algorithm is an unsecured distributed version of Apriori algorithm. It offers enhanced privacy, simplicity and efficiency.
Authors and Affiliations
Mintu Thomas
Keywords
Related Articles
- EP ID EP239776
- DOI -
- Views 103
- Downloads 0
Simplified Equation for Estimating the Period of Vibration of Buildings with Moment-resisting Frame and Shear Walls
The aim of the present investigation has led to a simplified period–height equation for use in the seismic assessment of RC buildings, taking due accounts of the presence of moment-resisting and shear walls. The period o...
Tall Office Building Form to Attend Sustainability
From the early history, we can visualize that there is continuous development in urban areas. Development not only city settlements but rather in individual buildings along with innovative technologies from pyramids of E...
Electromagnetic Field Exposure – A Health Hazard
The world around us produces electromagnetic fields. However, these are generally of low intensity. We cannot see or hear these radiations. Technological products generate intense electromagnetic fields. Bioelectrical si...
Fractional Order Control System
This paper includes the study of fractional order PID control system. In this firstly the study of step input signal in time domain for getting transient response using normal control system is done. Then with the use of...
Contextual Array Kernel P System
In this paper we consider the contextual way of handling array objects in Kernel P Systems.We generate some languages in contextual array Kernel P systems.Hollow rectangles and squares are also generated using contextual...