Going home late in Singapore is rather common. It is also rather safe.
Even the public transport has a poster informing you about cheaper means to get home after midnight.
This service is called ''NIGHT RIDER'' :) only S$3
However, I also understand it is not so for some countries. Ladies better stay home when night falls.
Is it like this also in your city?