Study on security log visualization and security threat detection using RGB Palette

Abstract

In order to respond quickly to security threats that are increasing fast and variously, security control personnel needs to understand the threat of a massive amount of logs generated from security devices such as firewalls and IDS. However, due to the limitations of the information processing capability of humans, it takes a lot of time to analyze the vast amount of security logs. As a result, there is problem that the detection and response of security threats are delayed. Visualization technique is an effective way to solve this problem. This paper visualizes the security log using the RGB Palette, offering a quick and effective way to know whether the security threat is occurred. And it was applied empirically in VAST Challenge 2012 dataset.

Data Leakage Detection System based on Deep Learning

“…Study on security log visualization and security threat detection using RGB Palette [6] is a method to visualize each security log with a color to efficiently analyze the security log. While previous research [7], [8] focused on visualization through shape among various visualization elements, this study focused on recognition of security elements and threats.…”