You'll have misleading results if you drop valid responses, since the overall percentages will change, but you could add a couple of recoded variables where don't know is changed to missing data.
(Don't ask me how, I haven't used SPSS this century.)
You could also just paste into Excel and delete that column / row, then the displayed results are still valid just incomplete.