The router misconfigurations are common and can have dramatic consequences to the operation of the network. Misconfigurations can compromise the security of an entire network or even cause disruption to the internet connectivity. The solutions have been proposed can detect a number of problems in real configurations files. These solutions share a common limitation, based on rules which need to be known beforehand. In order to overcome these limitations, address the problem of router misconfigurations using data mining technique.