Trelain Maddox's late TD, Duke missed FG gives Yellow Jackets first ACC win of season.

ATLANTA -- , Trelain Maddox rushed for 81 yards and three touchdowns, including a go-ahead score from one yard out with 54 seconds remaining, leading Georgia Tech to a 28-25 upset victory over Duke at Bobby Dodd Stadium on Saturday. Georgia Tech (2-3, 1-1 Atlantic Coast Conference) drove 61 yards on eight plays in 1:38 to claim the lead and, despite the Blue Devils driving deep into Yellow Jacket territory in the final minute, Duke (4-1, 1-1 ACC) kicker Gavin Strange missed a 33-yard field goal wide left with five seconds remaining. "At the end of the day that was the first time this year we've played as a football team," Georgia Tech head coach Brent Key said. “I thought we played as a complete team." Yellow Jackets' quarterback Alberto Mendoza , the younger brother of last year's Heisman Memorial Trophy winner Fernando Mendoza, completed 23 of his 30 passes for 218 yards and a score.