Yu-Gi-Oh! - When attacking with a monster that has more Attack than your Opponents Attack Position Monster...?

you can't call off the attack. attacks can only be called off if the field changes, for example, your opponent activates call of the haunted while you're attacking them directly. you can then take back the attack with a replay.