Police found the offenders had also tampered with other properties in the right-of-way where the woman lives, leading them to believe the robbery was opportunistic.
The offenders have been described as either Maori or Polynesian, aged between 20 and 30.
Police have called for information about who the offenders might be and where they can be located.