This invention provides antibodies directed against a highly specific and previously unrecognized marker for cancerous cells. In certain embodiments an isolated antibody or fragment thereof that specifically binds human placentally expressed ALPP and/or ALPPL2, but not ALPL and ALPI that are expressed outside the placenta is provided as well as immunoconjugates comprising such antibodies.