Married filing separately because of child support. Can someone else claim our child?

My husband and I are recently married. Previously bad relationship has him in arrears with child support. So we are going to file separately for next year. I understand if we are married my tax refund go to his debt.and that. Can I have a spouse claim our child? Even though we are married? Or can I file as an injured spouse? So my refund isn’t seized?