Malicious Activity Against an HPC Service Environment Exhibits a Power-Law-Like Frequency Distribution

Jae-Kook Lee, Sungjun Kim, Taeyoung Hong, M. Joh, Huiseung Chae
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Abstract

Many researchers often use the HPC (High Performance Computing) service at KISTI via advanced high-speed network technology. In particular, the 4th Supercomputer at KISTI provides HPC services through an internet connection via 10-Gbps high-speed networks. However, there has been an increasing number of cyberattacks targeting the supercomputing services every year. In this study, based on the collected data, we show that the number of cyberattacks against KISTI supercomputing services is increasing every year. In addition, we show that this malicious activity appears to follow a power-law distribution by categorizing the source IP addresses of these attacks based on the originating country and analyzing the frequency of these attacks.
针对高性能计算服务环境的恶意活动呈现幂律式的频率分布
许多研究人员经常通过先进的高速网络技术使用KISTI的HPC(高性能计算)服务。特别是,KISTI的第4台超级计算机通过10 gbps的高速网络连接互联网,提供HPC服务。然而,每年都有越来越多的针对超级计算服务的网络攻击。在本研究中,基于收集到的数据,我们表明针对KISTI超级计算服务的网络攻击数量每年都在增加。此外,我们通过对这些攻击的源IP地址进行分类并分析这些攻击的频率,表明这种恶意活动似乎遵循幂律分布。
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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