区间分析单片机代码,采用抽象的硬件和软件解释

Jörg Brauer, T. Noll, Bastian Schlich
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引用次数: 20

摘要

静态分析通常在源代码上执行,其中间隔(可能是最广泛使用的数字抽象领域)已经成功地作为程序抽象使用了几十年。然而,微控制器平台上的二进制代码不同于高级代码,因为数据经常使用位操作进行更改,并且操作的结果通常取决于硬件配置。我们描述了一种结合字级和位级区间分析的方法,并通过抽象解释将硬件模型集成在一起,以处理这些特性。此外,我们证明这种方法足够强大,可以推导出到目前为止只能使用计算更昂贵的技术(如模型检查)来验证的不变量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interval analysis of microcontroller code using abstract interpretation of hardware and software
Static analysis is often performed on source code where intervals -- possibly the most widely used numeric abstract domain -- have successfully been used as a program abstraction for decades. Binary code on microcontroller platforms, however, is different from high-level code in that data is frequently altered using bitwise operations and the results of operations often depend on the hardware configuration. We describe a method that combines word- and bit-level interval analysis and integrates a hardware model by means of abstract interpretation in order to handle these peculiarities. Moreover, we show that this method proves powerful enough to derive invariants that could so far only be verified using computationally more expensive techniques such as model checking.
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