I seem to remember that pillaging fortresses and barricades, as opposed to bombarding them, works as well, so it seems odd that pillaging apparently doesn't work with airbases.
I could be wrong, because I rarely build fortresses, barricades or airbases, so I don't have much experience with them, despite playing this game for near a quarter century.