Parts of the airport were evacuated and passengers were not allowed to disembark after witnesses reported hearing shots.
A security operation is continuing with bomb disposal experts involved.
In an incident last month, a man wielding knives lunged at soldiers at Paris’s Louvre museum before being shot and injured.
Orly is the second largest Paris airport.
Police have warned people to stay away from the security cordon put in place.