Relational Program Reasoning Using Compiler IR Combining Static Verification and Dynamic Analysis

摘要

AbstractRelational program reasoning is concerned with formally comparing pairs of executions of programs. Prominent examples of relational reasoning are program equivalence checking (which considers executions from different programs) and detecting illicit information flow (which considers two executions of the same program). The abstract logical foundations of relational reasoning are, by now, sufficiently well understood. In this paper, we address some of the challenges that remain to make the reasoningpracticable. Two major ones are dealing with the feature richness of programming languages such as C and with the weakly structured control flow that many real-world programs exhibit. A popular approach to control this complexity is to define the analyses on the level of an intermediate program representation (IR) such as one generated by modern compilers. In this paper we describe the ideas and insights behind IR-based relational verification. We present a program equivalence checker for C programs that operates on LLVM IR. To extend the reach of the approach and to make it more efficient, we show how dynamic analyses can be employed to support and strengthen the static verification. The effectiveness of the approach is demonstrated by automatically verifying equivalence of functions from different implementations of the standard C library.