Privacy Preservation In Association Rule Mining
Company has huge amount of private data which needs to be mined. But it is not necessary that company has
data mining experts. So it gives its data to third party for mining. But this data is very confidential that even third party
should not know it. So in our project, we created a server which acts as third party and which will mine the data provided by
client (Company) in encrypted form. The client owner encrypts its data using an Encryption/Decryption(ED) module. To
maintain the privacy of data we added fake transaction in original transactions, and hence the returned support by server is
not true support. The client will calculate its true support and thus the privacy will be maintained.
Index terms— Association Rule Mining, Privacy-Preserving, Fake Transaction.