Chelsea was busy keeping her head down at Stanford while trying to ignore her Dad's non-sex with Monica Lewinsky at the time, as I recall. 

 Being surrounded in your dorm by Secret Service agents pretending to be students and having bullet-proof glass in your dorm window tends to reduce that sort of thing, after all.