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Malicious and Harmless Software in the Domain of System Utilities

机译:系统实用程序领域的恶意软件和无害软件

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The focus of malware research is often directed on behaviour and features of malicious samples that stand out the most. However, our previous research led us to see that some features typical for malware may occur in harmless software as well. That finding guided us to direct more attention towards harmless samples and more detailed comparisons of malware and harmless software properties. To eliminate variables that may influence the results, we narrowed down our research study to specific software domain - system maintenance and utility tools. We analysed 100 malicious and 100 harmless samples from this domain and statistically evaluated how they differ regarding packing, program sections and their entropies, amount of code outside common sections and we also looked at differences in behaviour from the high-level view.
机译:恶意软件研究的重点通常是针对最突出的恶意样本的行为和特征。但是,我们以前的研究使我们看到,恶意软件的某些典型功能也可能会在无害的软件中出现。这一发现引导我们将更多的注意力转向了无害样本,并对恶意软件和无害软件属性进行了更详细的比较。为了消除可能影响结果的变量,我们将研究范围缩小到特定的软件领域-系统维护和实用工具。我们分析了来自该域的100个恶意样本和100个无害样本,并从统计学角度评估了它们在打包,程序部分及其熵,常见部分之外的代码量方面的差异,并且还从高层的角度查看了行为上的差异。

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