International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
Now-a-days, there has been more interest in the paradigm of data mining-as-a-service. External service provider is beneficial for outsourcing the data mining task. Organization or data owner are unwilling to do so due to the concern of loss of privacy. This paper will provide an enhancing technique for preserving privacy of association rules and private data of individuals or organizational in an outsourced business transaction database. Generally organizations (data owner) are not expertise to outsource its mining needs.