The odds of winning a fight is tied to Fitness. The more of it you have, the better your odds of fighting off attackers. I think past 50 no one can touch you.
Alternatively, if you still want to see those sweet abs, what you could do is get her massively drunk (without puking) as that seems to override the Fitness check as she's too drunk to properly defend herself.