TEHRAN, March 12 (UPI) -- Tehran's police chief has resigned following his arrest after being found naked in the company of six nude prostitutes in a local brothel.

Reza Zarei stepped down from his post following the raid, reportedly ordered by Ayatollah Mahmoud Hashemi Shahroudi, chief of the judicial authorities, Ynetnews reported Wednesday.

Zarei has been in charge of enforcing the Islamic dress code on Iranian women to help with "moralizing of the city," the Israeli news agency reported. During the past six months, hundreds of young people were arrested for not honoring the Islamic code of behavior.

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