Question

1.   In what kind of government does a small group have a firm control over a country?

Answer 1

Oligarchy is what you're looking for. A Oligarchy is a government controlled by few individuals.

Answer 2

That would be a dictatorship.

Most people think of a dictatorship as having one ruler, but it can be a small group as well.