Local witnesses said the incident happened in Bingham Park.
The assault happened around 10.50am.
Police confirmed the report, which locals say was a stabbing.
A spokesman from Police Scotland said: “Police received a report of a man having been assaulted in the Bingham area of Edinburgh.
“A man has been taken to hospital and enquires are continuing.”
More to follow