Are Machine Learning Models for Malware Detection Ready for Prime Time?

Lorenzo Cavallaro,Johannes Kinder,Feargus Pendlebury,Fabio Pierazzi

IEEE Security & Privacy（2023）

引用 3|浏览25

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摘要

We investigate why the performance of machine learning models for malware detection observed in a lab setting often cannot be reproduced in practice. We discuss how to set up experiments mimicking a practical deployment and how to measure the robustness of a model over time.

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关键词

malware detection ready,machine learning models,machine learning,prime time

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