Why does the government classify some information as a secret?

To prevent public riots, etc.

Explanation:

The goverment chooses to classify certain information from the public because it would cause possible riots and behavior outbreaks amongst society.

Example.

President Donald Trumputin reveals to the public that Area 51 is harboring aliens. What does the public do? Freak out and start a raid.