OBJECTIVES: I. Determine the safety and maximum tolerated dose level of the vaccine consisting of MAGE-3 or Melan-A (human tumor antigen genes) peptide-pulsed autologous peripheral blood mononuclear cells plus interleukin-12. II. Determine if the procedure results in successful immunization. III. Assess the response of the tumor to the vaccine.