ABNORMAL BEHAVIOR DETECTION MODEL BUILDING APPARATUS AND ABNORMAL BEHAVIOR DETECTION MODEL BUILDING METHOD THEREOF｜Patents Search｜Patents｜Service

2017.12.12

ABNORMAL BEHAVIOR DETECTION MODEL BUILDING APPARATUS AND ABNORMAL BEHAVIOR DETECTION MODEL BUILDING METHOD THEREOF

Taiwan, Province of China

Overview

An abnormal behavior detection model building apparatus and an abnormal behavior detection model building method thereof are provided. The abnormal behavior detection model building apparatus analyzes the parts of speech of a plurality of program operation sequences in a plurality of program operation sequence data associated with abnormal behaviors to generate a plurality of word vectors and cluster the word vectors. Based on the result of the clustering, the abnormal behavior detection model building apparatus obtains a feature vector of each of the program operation sequence data, and perform a supervised learning for a classification algorithm by using the feature vectors so as to build an abnormal behavior detection model.