利用多维特征分析恶意域

Du Cheng, Zhenyan Liu, Pengfei Zhang, Y. Zeng, Jia Cui, Lei Kong
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引用次数: 1

摘要

在恶意域检测研究中,如何构造特征来描述恶意域是一个非常关键的问题。目前,不同的研究分别从不同的点或粒度级别构建了恶意域的特征。为了深入了解现有研究中涉及的这些特点,本文专门对其进行了全面的调查和总结。本文首先简要介绍了恶意域的危害性和基于恶意域的典型恶意行为。然后重点研究了基于静态特征和动态特征的恶意域分析。最后,对恶意域分析的未来进行了展望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Profiling Malicious Domain by Multidimensional Features
In malicious domain detection research, one of the most critical challenges is how to construct features which can profile malicious domain. At present, different studies constructed the features of malicious domain from different points or granularity levels respectively. In order to have an insight into these features involved in the existing studies, this paper specifically provides a comprehensive survey and summary. In this paper, we first introduce briefly the harmfulness of malicious domain and the typical malicious behavior based on malicious domain. And then we focus on profiling malicious domain by means of static features and dynamic features. In the end, we also forecast the future of profiling malicious domain.
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