LaBeouf, 31, was taken into custody around 4 a.m., and was released later Saturday from Chatham County Detention Center after posting a $7,000 bond, the Chatham County Sheriff's Office said.
Officers say that Shia LaBeouf walked up to a police officer and random bystander in the wee hours of Saturday morning in an attempt to score a cigarette. After being denied the cigarette he was seeking, Shia LaBeouf reportedly "became disorderly" by using profanities and vulgar language. "He was told to leave the area and refused, becoming aggressive toward the officer", Savannah Chatham Metropolitan Police said in a statement.
LaBeouf is now filming The Peanut Butter Falcon, which also stars Dakota Johnson.
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Shia LaBeouf poses for photographers on the red carpet during the "The Fury" Washington D.C. premiere at The Newseum on October 15, 2014 in Washington, DC. LaBeouf was then taken into custody as his disorderly behavior continued. He was arrested on misdemeanor assault and other charges.
He was arrested in October 2015 in Austin, Texas, also for being drunk in public and running through the streets of the city.
CNN has reached out to LaBeouf's publicist and manager for comment.
This isn't the first brush with the law the former Disney star has had involving alcohol.