Fight fire with fire
The police need a new squadron, the Flying (Remotely) Squad. They'll have their own attack drones, maybe some trained hawks too, who can force a malevolent drone out of the sky. Just as the police get super-fast cars to chase down us ordinary folk, so too they need killer drones to defeat the menace of unauthorised civilian drone flights.
I, for one, welcome our encroaching police state.