The explorers, Hamilton Hume and William Hovell, first climbed Mount Fraser on 14 December 1824, and saw Port Phillip Bay. It was called Mount Bland and Big Hill in the past. The bushranger Ned Kelly was born near Mount Fraser. The volcano was also a site for flying gliders.