Cryptomining malware detection based on edge computing-oriented multi-modal features deep learning

China Communications(2022)

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摘要
In recent years, with the increase in the price of cryptocurrencies, the number of malicious cryptomining software has increased significantly. With their powerful spreading ability, cryptomining malware can unknowingly occupy our resources, harm our interests, and damage more legitimate assets. However, although current traditional rule-based malware detection methods have a low false alarm rate,...
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关键词
Feature extraction,Deep learning,Malware,Histograms,Predictive models,Gray-scale,Computational modeling
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