基于线程感知软件胎记的多线程软件抄袭检测

Zhenzhou Tian, Q. Zheng, Ting Liu, Ming Fan, Xiaodong Zhang, Z. Yang
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引用次数: 18

摘要

廉价的多核硬件的出现是软件开发的一个转折点。为了从新处理器持续的指数级吞吐量进步中获益,软件应用程序必须是多线程程序。随着多线程程序的日益流行,多线程程序的剽窃开始困扰软件行业。尽管软件剽窃检测技术已经取得了巨大的进步,但现有的动态方法仍然是针对顺序程序进行优化的,如果不进行重大的重新设计,就无法应用于多线程程序。本文提出了两种基于胎记的动态方法来填补这一空白。第一种方法提取关键指令,而第二种方法提取系统调用。两种方法都考虑了线程调度对计算软件胎记的影响。我们已经实现了一个基于Pin仪器框架的原型。我们的实证研究表明,所提出的方法可以有效地检测多线程程序的抄袭,并对各种语义保留代码混淆表现出很强的弹性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Plagiarism detection for multithreaded software based on thread-aware software birthmarks
The availability of inexpensive multicore hardware presents a turning point in software development. In order to benefit from the continued exponential throughput advances in new processors, the software applications must be multithreaded programs. As multithreaded programs become increasingly popular, plagiarism of multithreaded programs starts to plague the software industry. Although there has been tremendous progress on software plagiarism detection technology, existing dynamic approaches remain optimized for sequential programs and cannot be applied to multithreaded programs without significant redesign. This paper fills the gap by presenting two dynamic birthmark based approaches. The first approach extracts key instructions while the second approach extracts system calls. Both approaches consider the effect of thread scheduling on computing software birthmarks. We have implemented a prototype based on the Pin instrumentation framework. Our empirical study shows that the proposed approaches can effectively detect plagiarism of multithread programs and exhibit strong resilience to various semantic-preserving code obfuscations.
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