No it will make it easier for rapist to threaten their victims. So it would be a counter effective measure. Perhaps legalising pepper spray and tazers will have a better effect. Since you can't kill people with those, but you can momentarily immobilise someone. It's hard to rape when immobilised, but it's kinda a last resort measure.
Please excuse my (probally) poor grammar