In Australia, over 300,000* women experience violence (often sexual violence) at the hands of someone who is not their partner. It's not right and it's not fair but it is what it is. So for your own safety, always walk with someone you know and trust. There is safety in numbers.
* Australian Bureau of Statistics, 2013.