基于统一缺陷模式集的源代码与二进制可执行文件协同分析技术研究

Xiaobing Liang, Baojiang Cui, Yin-Jun Lv, Yilun Fu
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引用次数: 1

摘要

基于源代码的安全缺陷检测技术通常采用静态分析方法检测测试软件中的安全漏洞,没有考虑程序执行的运行时信息以及与程序运行时周围环境的交互信息,因此基于源代码的安全缺陷检测技术通常会导致较高的误报率。基于动态分析的二进制程序漏洞检测方法通常具有较低的假阳性率,但其有效性完全取决于测试用例的生成,基于动态分析的二进制程序漏洞检测效率较低。此外,对源代码漏洞检测技术和二进制可执行漏洞检测技术的研究基本上是碎片化的,没有考虑两类方法之间的关系。为了提高源代码和二进制可执行文件漏洞检测的效率,提出了一种基于统一缺陷模式集的源代码和二进制可执行文件漏洞检测协同分析方法,并通过具体实例验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on the Collaborative Analysis Technology for Source Code and Binary Executable Based upon the Unified Defect Mode Set
The security defect detection technology based on source code usually makes use of static analysis methods to detect security vulnerabilities in the test software, which does not consider the runtime information of program execution and the interaction information with the program runtime surrounding environment, so the security defect detection technology based on source code usually results in higher false positive rate. The binary program vulnerability detection methods based upon dynamic analysis usually have lower false positive rate, but their effectiveness depends entirely on test case generation, the detection efficiency of dynamic analysis based on binary program is lower. Moreover, the research of source code vulnerability detection technique and binary executable vulnerability detection technique are essentially fragmented, without considering the relationship between the two classes of methods. In order to improve the efficiency for source code and binary executables vulnerability detection, we presents a collaborative analysis method for vulnerability detection of source code and binary executables based upon the unified defect mode set, meanwhile, we verify the effectiveness of our method using a concrete example in this paper.
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