SYSTEM AND METHOD FOR SECURITY MANAGEMENT BASED ARTIFICIAL INTELLIGENCE USING FEDERATED LEARNING

摘要

An artificial intelligence-based security control method through federated learning according to the present invention comprises the steps of (a) generating an initial detection model using cyber threat data possessed by the upper control system; (b) distributing, by the upper level control system, parameter information of the initial detection model to a plurality of lower level control systems; c) detecting, by the subordinate control system, the cyber threat data that is continuously collected in real time by generating an initial detection model with the parameter information and then operating it; (d) generating a new threat detection model after the subordinate control system learns an initial detection model using cyber threat data; (e) distributing, by the upper level control system, a new detection model generated with the parameters of the new threat detection model; and (f) the lower level control system detects a cyber threat with the new detection model. .