The illegal broadcasts were made over several weeks at Melbourne's main Tullamarine and Avalon airports, the Australian Federal Police (AFP) said.
Local media reported a portable radio may have been used to interfere with air traffic control.
The incidents did not pose a continuing threat to safety, the AFP said.
ABC News reported that a Virgin Australia plane changed altitude before aborting its landing after receiving instructions from a mystery person on 27 October.
