maaser tithes - Is the Mitzvah of Tzedakah fulfilled in a fraud?

If someone gives Tzedakah to a person or fund, without knowing that that person or fund is deceiving them, is the Mitzvah still fulfilled?

And a very practical application: If maaser money was used, and the fraud is later made public, does that person need to backtrack and give more maaser money to cover it?