to use an airbrush to cover or improve the appearance of something:
pictures of airbrushed models
It's so obvious in the photo that her wrinkles have been airbrushed out (= removed from the photograph with an airbrush).
to represent something as being different from how it really is:
It's almost as if the revolutionary leaders have been airbrushed out of history (= ignored by the official version of history ).