Abstract: In this paper, RST is integrated with SVM, and knowledge reduction system is constructed based on RST and SVM, and integrated Rough Set Theory into SVM. Then Intrusion Detection System (IDS) based on RST and SVM is built by analyzing IDS. Finally, comparison of detection ability between the above detection method and others is given. So the IDS based on RST and SVM is a better project.