The event was the museum's humanitarian awards dinner.
At a news conference before the dinner, Rice said that there is hard work ahead after the revolts in the Middle East.
She raised a caution flag about Libya, where she said that it is not fully apparent just who the rebels are.
Rice also said that it is vital that regardless of what governments emerge in the area, religious and political minorities must be protected by the law.