Manchester United claimed the lead five minutes before the interval when Jesse Lingard intercepted Andrew Cartwright's pass and drilled home from 22 yards.
Sunderland hit the woodwork when Adam Mitchell curled a late free-kick against the upright, but Manchester United held on as the Black Cats' development side failed to score for the first time in a competitive game this season.
