The North London outfit are looking for three points to further their prospects of a top-four finish and qualification to next year's Champions League.
"We have a chance to win," The Telegraph quotes the 29-year-old as saying.
"I was there and whenever things are not going their way there will definitely be a fight or an argument on the pitch and that is how we can take them down.
"We are playing in front of our fans and we will give them everything and put them under pressure."
Adebayor has scored three goals in 20 Premier League appearances this season.