Catalyzes the strictly specific dephosphorylation of 2'-deoxyribonucleoside 5'-monophosphates. a 2'-deoxyribonucleoside 5'-phosphate + H2O = a 2'-deoxyribonucleoside + phosphate Homodimer. Belongs to the 5DNU family. Extended N-terminus.