PERUSAL TRAINING DATA OUTPUT DEVICE FOR MALWARE DETERMINATION, MALWARE DETERMINATION SYSTEM, MALWARE DETERMINATION METHOD, AND PERUSAL TRAINING DATA OUTPUT PROGRAM FOR MALWARE DETERMINATION

摘要

PROBLEM TO BE SOLVED: To make malware determination efficiently and free of false detection using machine learning.SOLUTION: The present invention extracts a feature vector of training data 100 that includes existing malware data 101 and existing good-ware data 102 relative to misdetected good-ware data 110, removes some of the existing malware data 101 the feature vector of which is similar to the misdetected good-ware data 110, and inserts the misdetected good-ware data 110 into the training data and makes it perusal training data 120. At this time, a sorter that has learned the perusal training data 120 inserts the misdetected good-ware data 110 at a position at which a misdetection rate to the misdetected good-ware data 110 is reduced.SELECTED DRAWING: Figure 1