A government controlled by one political group?

A Dictatorship government suppresses opposition and controls many aspects of its citizens. An example is when Libya was headed by Gaddafi who was a dictator.

You may also be looking for the specific Word "totalitarian" since the ruler controls the totality of what goes on in the country.