CNN CNN CNN LEARNING BASED MALWARE ANALYSIS APPARATUS CNN LEARNING BASED MALWARE ANALYSIS METHOD OF PERFORMING THE SAME AND STORAGE MEDIA STORING THE SAME

摘要

The present invention relates to a malware analysis apparatus, comprising: a target file conversion unit converting a target file of any one of the analysis population into an input file having a fixed size, and using at least one n-gram generated based on the input file And a CNN input generation unit for generating a CNN input, and a malware detection unit for determining whether the target file is malware by inputting the CNN input to the CNN. Thus, the present invention can learn the CNN model to determine whether a given file is malicious or normal, and if it is malicious, to determine which malicious group it belongs to.