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arXiv · 2404.12747

Customizing Static Analysis using Codesearch

Avi Hayoun·Veselin Raychev·Jack Hair
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Abstract

Static analysis is a growing application of software engineering, leading to a range of essential security tools, bug-finding tools, as well as software verification. Recent years show an increase of universal static analysis tools that validate a range of properties and allow customizing parts of the scanner to validate additional properties or "static analysis rules". A commonly used language to describe a range of static analysis applications is Datalog. Unfortunately, the language is still non-trivial to use, leading to analysis that is difficult to implement in a precise but performant way. In this work, we aim to make building custom static analysis tools much easier for developers, while at the same time, providing a familiar framework for application security and static analysis experts. Our approach introduces a language called StarLang, a variant of Datalog which only includes programs with a fast runtime by the means of having low time complexity of its decision procedure.

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Avi Hayoun, Veselin Raychev, Jack Hair. 2024-04-19. Customizing Static Analysis using Codesearch. https://arxiv.org/abs/2404.12747

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