You have to clear out the FocusVisualStyle of the DataGridCells.
FocusVisualStyle
<DataGrid> <DataGrid.CellStyle> <Style TargetType="{x:Type DataGridCell}"> <Setter Property="FocusVisualStyle" Value="{x:Null}"/> </Style> </DataGrid.CellStyle>...