Initial testing of the white powder found that it was not poisonous, Newshub reported.
The Melbourne Fire Brigade (MFB) Hazmat crews responded to the incident.
"Crews were alerted to the incident just after 1.30pm after three grams of an unknown powder was located in the overhead luggage compartment," a statement from MFB said.