You can counterspell a counterspell to prevent it from effecting the original spell. It can also be prevented by simply being out of range of counterspell (60ft or 120ft with a sorcerer’s distant spell).
You could also deny the enemy a reaction through multiple different effects such as Stun or slow.
All of your options seem pretty viable. If the person doesn’t see the spell, they can’t counterspell it.