I have this argument a lot - my gf who knows karate against me, who weighs 50% more. I'd just tackle her to the ground and outmuscle her. Even if she does gets a kick in i'm confident i could take one shot and still win.
If she knew some wrestling/judo stuff, on the other had, maybe she'd stand a chance.