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English(EN) Better Call Graphs: A New Dataset of Function Call Graphs for Malware Classification

新的“Better Call Graphs”数据集增强了Android恶意软件分类

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员推出了一款名为“Better Call Graphs”（BCG）的新数据集，旨在改进Android应用程序的恶意软件分类。现有的数据集通常过时或包含冗余样本，阻碍了有效的基于图的检测方法的开发。BCG提供了大量来自近期Android应用程序包的独特函数调用图，包括良性和恶意样本，以解决这些局限性。实验表明，在评估分类模型方面，BCG优于现有数据集。 AI

影响 该数据集可以提高Android AI驱动的恶意软件检测系统的准确性和可靠性。

排序理由 该集群包含一篇介绍特定技术任务新数据集的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.LG 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新的“Better Call Graphs”数据集增强了Android恶意软件分类

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该集群包含一篇介绍特定技术任务新数据集的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.LG TIER_1 English(EN) · Jakir Hossain, Jue Guo, Gurvinder Singh, Lukasz Ziarek, Ahmet Erdem Sar{\i}y\"uce ·

    Better Call Graphs：用于恶意软件分类的新函数调用图数据集

    arXiv:2512.20872v2 Announce Type: replace-cross Abstract: Function call graphs (FCGs) have emerged as a powerful abstraction for malware detection, capturing the behavioral structure of applications beyond surface-level signatures. Their utility in traditional program analysis ha…

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