Reports are not anonymous, but they also aren’t public. Only visible to admins and mods of that community.
It’s a tradeoff, anonymous report abuse was a big problem on reddit that I didn’t want to replicate here. If the admins or mods aren’t trustworthy on your server, you should pry move to another one.