I'm not sure if I'm the "type" of woman you want to answer this question but I will. Yes, there are lots of white women that find black men attractive. My husband is white and I am black so we notice other interracial couples when we are out, and most of the time it is a black man with a white woman. Very seldom do I see White men with black women, which is strange becuase I've dated so many white guys in the past, I would think it was more common, but I guess not. I also have met some white women that will ONLY date black men. Don't worry about race, if you find a woman attractive then talk to her. You like what you like and if that happens to be a white female who cares. - If it makes you happy, it cant be that bad!
And I'm from the south so dont use that as an excuse. Me and my hubby get weird looks sometimes, but f*ck em!