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CNN CNN CNN LEARNING BASED MALWARE ANALYSIS APPARATUS CNN LEARNING BASED MALWARE ANALYSIS METHOD OF PERFORMING THE SAME AND STORAGE MEDIA STORING THE SAME
CNN CNN CNN LEARNING BASED MALWARE ANALYSIS APPARATUS CNN LEARNING BASED MALWARE ANALYSIS METHOD OF PERFORMING THE SAME AND STORAGE MEDIA STORING THE SAME
The present invention relates to a malware analysis apparatus. The malware analysis apparatus comprises: a target file conversion unit using any one target file of population for analysis and converting the target file into an input file with a fixed size; a CNN input generation unit using at least one n-gram generated based on the input file and generating CNN input; and a malware detection unit inputting the CNN input to CNN and determining whether the target file is malware. Accordingly, the malware analysis apparatus may determine whether a given file is malicious or normal by learning a CNN model, and determine that the file belongs to which malicious group if the file is malicious.
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