Cloud malicious program detection system and method based on deep learning

The invention discloses a cloud malicious program detection system and method based on deep learning, belongs to the technical field of software safety, and is higher in efficiency and accuracy. The system comprises an information collection module, a data preprocessing module and a training model m...

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Bibliographische Detailangaben
Hauptverfasser: HU CHANGZHEN, MA RUI, ZHAO RUNZE, YU YULEI, TIAN DONGHAI, WEI XING
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a cloud malicious program detection system and method based on deep learning, belongs to the technical field of software safety, and is higher in efficiency and accuracy. The system comprises an information collection module, a data preprocessing module and a training model module. The information collection module is specifically characterized in that a program sample setcomprises program samples used during malicious program detection; wherein the program automatic execution sample is used for automatically executing the program sample in the virtual machine; a program sample is operated in the virtual machine every time, system real-time parameter information and dynamic link library information are extracted in the operation process, after the program sample isexecuted, a snapshot of the virtual machine is stored, and the snapshot of the virtual machine is analyzed to obtain memory evidence obtaining information; all information is sent to the data preprocessing module. The data pr