Scalable Malware Family Classification Using Quantum Kernel Based Machine Learning
本文针对恶意软件家族分类这一网络安全关键挑战,提出了一种可扩展的基于量子核的机器学习(QKML)框架。传统机器学习模型在面对结构相似且混淆的恶意软件样本时,多分类准确率较低且难以大规模部署。该框架首先从可执行文件中提取结构特征,通过监督线性
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← 返回所有主题本文针对恶意软件家族分类这一网络安全关键挑战,提出了一种可扩展的基于量子核的机器学习(QKML)框架。传统机器学习模型在面对结构相似且混淆的恶意软件样本时,多分类准确率较低且难以大规模部署。该框架首先从可执行文件中提取结构特征,通过监督线性
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