Some 150 Frankfurt supporters stormed on the pitch last week following their defeat by Cologne, that left them in 17th place, and tried to attack the players.
They damaged advertising panels and the fencing around the tribunes and police used teargas to round them back into the stands.
"We call on you as a part of Eintracht Frankfurt to show in Dortmund what has made us strong over the years. Solidarity, faith, optimism and fairness," club bosses Heribert Bruchhagen and Peter Fischer said in an open letter.
"Whoever thinks they can vent their frustration through violence and that this is acceptable fan culture then they are clearly against the club and its 112-year history, against all faithful and upstanding supporters, against our own future."
"We are obviously the outsiders going into this game but we can change that on the pitch," Frankfurt coach Christoph Daum told reporters on Friday. "We will play for success and success for me is at least one point."
