While it might seem surprising, Walt Disney actually won four Academy Awards, the same number as Katharine Hepburn. He won two honorary awards, and two competitive awards for best animated short film.
It's important to note that while Disney won four awards, Hepburn won four acting awards, making her the most awarded actress in Oscar history.