If it makes you feel any better, rapists get their jollies from power and so, although some certainly have a "type"-as serial killers often do-being fat won't keep them at bay, just as covering oneself from head-to-toe in the most modest fashion won't keep them at bay.
I hope this makes weight-loss a little less scary.