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特征工程能帮助量子机器学习进行恶意软件检测吗?【英文版】.pdf |
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英文标题:Can Feature Engineering Help Quantum Machine Learning for Malware Detection?中文摘要:研究了使用量子机器学习和特征选择策略来提高恶意软件检测的精确度和减少训练时间的混合框架,并给出了初步结果。英文摘要:With the increasing number and sophistication of malware attacks, malwaredetection systems based on machine learning (ML) grow in importance. At thesame time, many popular ML models used in malware classification are supervisedsolutions. These supervised classifiers often do not generalize well to novelmalware. Therefore, they need to be re-trained freq
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