Spurs have been beaten twice by the Hammers this season, with a Premier League defeat being followed by a Capital One Cup loss to their London rivals, and Kaboul is hoping that a positive display at Upton Park can help the club forget about those disappointing results.
"I know those results hurt, it's a derby and we want to win this game for ourselves, the fans and for everyone at the club," the French defender told the club's website.
"Every game is important. We have to go there and try to get the three points. If we win there, maybe it will help banish the earlier results."
Spurs are currently sixth in the table with two games remaining in their campaign.