The Fog shader can be found under Arnold > Volume > Atmosphere in the Material Manager.

 Once you have created the fog shader, drag it onto the Atmosphere attribute in the Environment - settings section of the Main Arnold Renderer settings.

 

Fog shader has the following attributes:

 

Color

Distance

Height

Ground Normal

Ground Point