Comparing SVD and word2vec for analysis of malware forum posts

N. Alsadhan, D. Skillicorn, Richard Frank
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Abstract

Many corpora of intelligence interest are so large that it is impractical to read them entirely. Analysts need tools that will focus attention on significant structures and particular documents. Here we exploit singular value decomposition and word2vec as tools for this purpose, and compare them with one another in a real-world application -- a malware forum from the dark web.
比较SVD和word2vec对恶意论坛帖子的分析
许多与智力相关的语料库非常大,要全部阅读是不现实的。分析师需要将注意力集中在重要结构和特定文档上的工具。在这里,我们利用奇异值分解和word2vec作为实现这一目的的工具,并在一个现实世界的应用程序中(一个来自暗网的恶意软件论坛)将它们相互比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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