Thereby, it is necessary to adopt an efficient method to delete redundant alerts and reduce false positive ratio in order to raise the efficiency of IDS.

• 因此，寻求一种有效的方法去除冗余报警并降低误报率，是提高入侵检测系统效率的有效途径。