The officers have been sent home without pay while an investigation is carried out whether the lawmen escorted 19-year-old singer including to a nearby strip club, reported Daily Mirror.
"Their presence at the airport was unauthorised. All escorts must be approved...Whether it was Bieber or anyone else, for that matter," said Opa-locka Assistant City Manager David Chiverton.
A few days later the Canadian singer was detained and arrested for driving under influence, driving with an expired license and resisting arrest in a Lamborghini on a residential street near Miami Beach.
Bieber's next court date is tomorrow, but he is not expected to appear in person.