In 1932, emus were becoming a nuisance* so the Australian Army at the time were given machine guns and rifles to shoot them.

And the army lost.

It is now called the Great Emu War.
~*~
A/N: *I don't know the details of why, I just read about it in a book and needed to know if was true.