Around 1,800 police officers have been deployed to a Melbourne convention center where the Land Forces International Land Defence Exposition will take place from Wednesday until Friday.

Witnesses reported protesters hurling rocks, horse manure, and tomatoes at police horses and officers equipped with shields and riot gear.

Officers used pepper spray against some protesters and were seen taking others into custody.