Spurs are currently in fifth place in the Premier League and are two points behind Arsenal in fourth with three games to play this season.
"Both teams will want to win, it's a game we've been looking forward to and we'll certainly be going there to win," Dawson told the club's official website.
"We'll have to earn it. We'll go there full of confidence and hopefully get the three points.
"[At] this time of the season it's about sticking together as a group and winning matches. Sometimes it doesn't matter how you do it at this time of the season."
Dawson has made 31 appearances for Spurs in all competitions this season.