Will he get deported if I try to get his papers?

It depends on many factors. Maybe he will qualify for an I 601A, Maybe he does not need one.

Significantly more information is needed - about you, your husband, your husband's immigration-related history, etc., in order to assess eligibilities, options and strategies for your husband. It would be wise for you and your husband to consult with an immigration attorney.