Automatic Repair of Java Code with Timing Side-Channel Vulnerabilities

Rui Lima, J. Ferreira, A. Mendes
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引用次数: 3

Abstract

Vulnerability detection and repair is a demanding and expensive part of the software development process. As such, there has been an effort to develop new and better ways to automatically detect and repair vulnerabilities. DifFuzz is a state-of-the-art tool for automatic detection of timing side-channel vulnerabilities, a type of vulnerability that is particularly difficult to detect and correct. Despite recent progress made with tools such as DifFuzz, work on tools capable of automatically repairing timing side-channel vulnerabilities is scarce. In this paper, we propose DifFuzzAR, a new tool for automatic repair of timing side-channel vulnerabilities in Java code. The tool works in conjunction with DifFuzz and it is able to repair 56% of the vulnerabilities identified in DifFuzz's dataset. The results show that the tool can indeed automatically correct timing side-channel vulnerabilities, being more effective with those that are control-flow based.
带有定时侧信道漏洞的Java代码的自动修复
漏洞检测和修复是软件开发过程中要求很高且代价高昂的一部分。因此,人们一直在努力开发新的、更好的方法来自动检测和修复漏洞。DifFuzz是一种用于自动检测定时侧通道漏洞的先进工具,这是一种特别难以检测和纠正的漏洞。尽管DifFuzz等工具最近取得了进展,但能够自动修复定时侧信道漏洞的工具仍然很少。在本文中,我们提出了DifFuzzAR,一个自动修复Java代码中的定时侧信道漏洞的新工具。该工具与DifFuzz结合使用,能够修复DifFuzz数据集中发现的56%的漏洞。结果表明,该工具确实可以自动纠正时序侧信道漏洞,对那些基于控制流的漏洞更有效。
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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