Limited 1 & 2 hour parking is available on Grattan St, and plentiful paid parking is available in the new multi-level Prahran Square car park on Izett St (Coles/Woolworths/Dan Murphy’s) just through the gardens.
The local parking inspectors are ruthless and efficient, so please don't test them.