The martial arts event was held to mark President Donald Trump's birthday and the 250th anniversary of the United States.
Five people suspected of planning the attack, which was to be carried out using explosive drones, have been arrested, according to US media.
A total of 23 people are suspected of being involved, the FBI said, according to Fox News.
