According L.A. County Sheriff's Department, Dillon's estranged wife, Desiree, called 911 claiming she had been assaulted. According to the report, she suffered minor injuries.
Cops say the alleged assault occurred at their home during an argument over a pending divorce and child custody issues. Desiree filed for divorce last month.
Dillon was held on $50,000 bail and later released.
Corey was also arrested back on April for DUI. He was a four-time Pro Bowl running back with the Cincinnati Bengals and a member of the Super Bowl winning New England Patriots in 2005.