Photo: Peter McIntosh
A police spokeswoman said officers were appealing for witnesses after the incident on St Clair Beach shortly before 8pm.
In the immediate aftermath of the incident, the naked man ran away from the beach towards Kettle Park, the spokeswoman said.
He was described as being in his late 20s to mid-30s, with a full brown and black beard.
