Officials said that the leopard ventured into a labourer's colony in the Tandu tea garden of Nagrakata block after which the people started attacking him with sticks and pelted stones.
In defence, the wild animal attacked them and left five injured who are admitted to a local hospital.
Forest officials were later called in who sent the leopard back into the forest.