There is provided an HLA-binding peptide binding to a HLA-A type molecule, the HLA-binding peptide comprising at least one type of amino acid sequence selected from the group consisting of SEQ ID NOS: 1 to 80, and consisting of not less than 8 and not more than 11 amino acid residues. All of these amino acid sequences herein mentioned are the predicted amino acid sequences binding to a human HLA-A type molecule with the prediction program using the certain active learnig method.