DELETE INVOICE LINE ITEM audit action is not working

Summary:

Added an action check when Invoice is approved then it should not allow user to delete invoice line item. When I used DELETE INVOICE LINE ITEM as Audit Action ID action check is not working.
Can you please help me on this how to restrict invoice line deletion when invoice is already approved?

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