1a. In a database environment, individual users may be granted summary and statistical query access to confidential data to which they normally are denied direct access. Describe how security can be preserved through inference controls.

1b. Which data mining approach (Neural Networks, Discriminant Analysis, Clustering, Tree and Rule Induction) would you recommend for tax compliance auditing? Include the advantages and disadvantages of the approaches