Passengers aboard the flight from Minneapolis to San Francisco on Saturday posted video online showing federal agents walking through the aisle of the plane.
In an emailed statement, Delta said that it would cooperate with law enforcement and the pilot has been suspended, pending an investigation.
“Delta has zero tolerance for unlawful conduct and will fully cooperate with law enforcement, " the company said.
Authorities provided no other details about the arrest.