I've done some research and that YouTube does remove inactive subscribers and this is defined as fake or unused for a longtime this only refers to the account themselves which are inactive.
I'd also have a read of this article which is really good about loosing subs.
A question I'm often asked by content creators is: "Why is YouTube taking away my subscribers?" In this article, I'll answer this question!
tubefluence.com