Despite a bright start, Tony Mowbray’s side fell a goal behind in the 18th minute when Ross Stewart scored an unfortunate own goal.
The striker responded immediately though, winning a penalty before converting from the spot four minutes later.
Substitute Ellis Simms then converted the winning goal in stoppage-time.
Here’s how Phil Smith rated each Sunderland player at the Stadium of Light:
5. Dennis Cirkin - 5
Looked a little short of his absolute sharpest through the first half and after a tricky start to the second he was withdrawn with an injury. A concern for Sunderland given that Aji Alese was also absent from the squad. 5 Photo: Frank Reid
6. Corry Evans - 6
A tidy performance that was important in allowing Amad and Roberts to shine without exposing the rest of the team. 6 Photo: Stu Forster
7. Dan Neil - 7
Particularly in the second half he did well, nicking the ball back in good areas and sparking some good moves. Very solid all-round display in the middle of the park. 7 Photo: Martin Swinney
8. Patrick Roberts - 7
Didn’t quite find the big contribution he will have been hoping for but produced a performance full of clever touches and linked up well with Amad - Mowbray will surely be tempted to pursue that further. 7 Photo: Martin Swinney