Firing bullets or similar from a drone might not be a good idea in a crowded urban environment (damage to people and / or property).
Drones deploying nets to catch them (or at least make them fall out of the sky)? Perhaps, until the crows cotton on, to the extent of swarming the drones.
Self-detonating proximity drones? Have the same issues as firing bullets (falling debris) and not very economic.