AMSTERDAM—Islamic State has created an industry from passports seized in Iraq, Syria and Libya, French interior minister Bernard Cazeneuve said Monday.

At a meeting of interior ministers in Amsterdam, Mr. Cazeneuve made the case for setting up special task forces to be sent to Greece to assist the identification of fake or stolen passports.

“Daesh...