"We are treating the device as live until we know otherwise."
There are reports the device was attached to the woman by someone she didn't know.
Mr Murdoch described the incident as "very sensitive".
"We need to play our cards pretty close to our chest at this point," he said.
"The young lady is fine and doing her best to assist the police to find out exactly what's gone on," he said.
Police said in a statement the incident was not being treated as self-harm.
Nearby homes on the street, where multi-million dollar properties include one belonging to horse trainer Gai Waterhouse, have been evacuated and nearby streets have been closed off.
The rescue squad are also at the house, and fire crews and paramedics are on standby.
A middle-aged man and a woman were seen with police officers outside the house, with the woman wiping away tears.
- AAP