ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2505.04852
28
0

PR2: Peephole Raw Pointer Rewriting with LLMs for Translating C to Safer Rust

7 May 2025
Yifei Gao
Chengpeng Wang
Pengxiang Huang
Xuwei Liu
Mingwei Zheng
Xiangyu Zhang
ArXivPDFHTML
Abstract

There has been a growing interest in translating C code to Rust due to Rust's robust memory and thread safety guarantees. Tools such as C2RUST enable syntax-guided transpilation from C to semantically equivalent Rust code. However, the resulting Rust programs often rely heavily on unsafe constructs--particularly raw pointers--which undermines Rust's safety guarantees. This paper aims to improve the memory safety of Rust programs generated by C2RUST by eliminating raw pointers. Specifically, we propose a peephole raw pointer rewriting technique that lifts raw pointers in individual functions to appropriate Rust data structures. Technically, PR2 employs decision-tree-based prompting to guide the pointer lifting process. Additionally, it leverages code change analysis to guide the repair of errors introduced during rewriting, effectively addressing errors encountered during compilation and test case execution. We implement PR2 as a prototype and evaluate it using gpt-4o-mini on 28 real-world C projects. The results show that PR2 successfully eliminates 13.22% of local raw pointers across these projects, significantly enhancing the safety of the translated Rust code. On average, PR2 completes the transformation of a project in 5.44 hours, at an average cost of 1.46.1.46.1.46.

View on arXiv
@article{gao2025_2505.04852,
  title={ PR2: Peephole Raw Pointer Rewriting with LLMs for Translating C to Safer Rust },
  author={ Yifei Gao and Chengpeng Wang and Pengxiang Huang and Xuwei Liu and Mingwei Zheng and Xiangyu Zhang },
  journal={arXiv preprint arXiv:2505.04852},
  year={ 2025 }
}
Comments on this paper