Level Up (A5E) Press the Attack, Fall Back, Warning Strike

[nyarly23]

If an attacker uses Press the Attack and the target uses Fall Back, can the attacker counter with the Warning Strike maneuver?

If so, and they hit, reducing the target's speed to 0, do they retain their attack advantage? Does the target retain their attack disadvantage?