Fame and Glory [b. 2006] won the Irish Derby in June 2009. Fame and Glory ran the 1 mile 4 furlong [2414 meters] turf track in 2:30.87 minutes. He ranked as the 15th fastest winner since 1962.
Sea The Stars
All At Sea.
I will assume by "derby" you mean Kentucky Derby. In 1984 the winning horse in the Kentucky Derby was Swale, who was a son of Seattle Slew, the 1977 Triple Crown winner. Swale lost the Preakness, finishing 7th, but came back to win the Belmont Stakes 3 weeks later.
Horse 'Secretariat' won the Derby in 1973.
Horse 'Chateaugay' won the 1963 derby ridden by Braulio Baeza.
If you are talking about the Kentucky Derby, the horse was Jet Pilot.
Super Saver won the 2010 derby.
Real Quiet won the '98 Derby.
Giacomo won the Kentucky Derby in 2005.
Horse 'Proud Clarion', with Jockey Bobby Ussery, won the 1967 Derby.
A horse named Nashwan ridden by Willie Carson won the 1989 Epsom Derby.
I'll Have Another won the 2012 Derby. Animal Kingdom won the 2011 Derby.