An acquiring unit acquires a packet indicating flow information that is output by a network device at a predetermined sampling rate, and a determining unit determines as abnormal, for each of predetermined traffic patterns, when a sampling error rate is equal to or lower than a predetermined upper limit value and the number of packets acquired in a predetermined count period preceding from a current time or an average value of the number of packets per unit time is equal to or higher than a predetermined detection threshold.