Sigurdsson admitted that it was important for his team to win in Europe after such a bad result and is keen to repay the fans with three points at White Hart Lane.
"United have fantastic players but we're back at home and we're after the three points," he told the club's official website. "We'll need to play at the top of our game to do that but everyone is determined to put on a performance.
"We beat United at Old Trafford last season and drew at home, so we know we're capable.
"Hopefully we can continue doing what we did against Tromso and score a few goals on Sunday. We need to bounce back and give the fans what they deserve."
Tottenham are currently ninth in the Premier League table.