Whether your dog is friendly, aggressive, or reactive, you are responsible for your dog and it should be under your control at all times. If that means you keep them on a lead, so be it. If your dog ignores your recall command, I don’t think they meet the definition of ‘controlled’ and maybe they shouldn’t be allowed to roam free.