OBJECTIVES: I. Determine the safety, efficacy, and antitumor activity of high dose interferon alfa-2b and interleukin-2 in patients with metastatic renal cell carcinoma or melanoma. II. Determine the toxic effects of interferon alfa-2b and interleukin-2 in these patients.