2018.11.09

ABNORMAL FLOW DETECTION DEVICE AND ABNORMAL FLOW DETECTION METHOD THEREOF

Taiwan, Province of China

Overview

An abnormal flow detection device and an abnormal flow detection method thereof are provided. The abnormal flow detection device analyses a plurality of packets captured during a time interval to obtain a plurality of flow features of each packet and selects at least one key flow feature from the flow features based on a dimension reduction algorithm. The abnormal flow detection device trains a Bidirectional generative adversarial network (BiGAN) by taking the at least one key flow feature of each packet as an input of the BiGAN to build a flow recognition model for detecting abnormal flows.

Category

資訊安全
內容安全及威脅管理
Appl. Type

發明

Status

Patented

Appl. No.

107139868

Patent No

發明第I674777號

Filing Date

2018.11.09

Expired Date

2038.11.08

Notification

2021.04.23