Who says the counter agents don't decide to shut down a powerplant to end an attack it's otherwise unable to contain.
If counter AIs have strict safeguards they are disadvantaged by design, if they don't have them they are potentially equally dangerous as the attacker
You say that as if shutting down the power plant couldn't possibly be the right decision? That seems like the best way to stop rogue computers...