If you've paid up, I doubt the owner will want to evict you...whether he could or not is actually a legal matter - best answered by an attorney.
In my experience, owners are not quick to evict tenants if they have been good tenants. An eviction costs money as does re-renting the place to new tenants. I would suggest speaking to the owner and making sure everything is ok at his end. You might also reassure him that you won't miss a payment again.