The decrease in the costs of storage devices and the advances in data warehousing advocate a new area of research knowledge discovery in databases. There have been research e orts that apply these techniques to computer security. Unlike previous e orts which focus on operating system and network layer, we use data mining techniques to detect misuse in database systems at the application layer w...