ADAPTIVE METHOD, DEVICE, COMPUTER-READABLE STORAGE MEDIUM AND COMPUTER PROGRAM FOR DETECTING MALWARE BASED ON MACHINE LEARNING

摘要

According to various embodiments, there is provided an adaptive method for detecting machine learning-based malicious code by a device using a model trained to detect malicious code, the method comprising: generating a label corresponding to one or more data of the device; collecting one or more additional data infected with the malicious code; performing additional learning on the model based on the generated label and the collected additional data; and performing performance evaluation of the additionally trained model.