The present invention relates to an anticancer composition comprising a peptide that inhibits the proliferation of cancer stem cells present in tumor tissue and that induces apoptosis of such cancer stem cells, and more particularly, to an anticancer peptide that inhibits the activity of NF-κB which is overexpressed specifically in cancer stem cells present in tumors.