Actually you might be right. I was just a bit lazy to research it.
I’ve just seen enough Wikipedia sockpuppet investigations, where the server admin can see what device you’re using. I’m assuming that they can often view your OS and device name, which indeed are easily changable.
I use my (likely knockoff) Kobo that I got cheap from a shady online shop. Adding EPUBs is so damn easy.