The team was on its way to the airport when the bus driver went through a 30 kilometres per hour (kph) zone at a speed of 45kph and police stopped the vehicle to hand out a speeding ticket.
Midfielder Mario Gotze said: "We wondered what happened but it was amusing."
German champions Dortmund take on Marseille in their second Group F game after drawing 1-1 at home against Arsenal.
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