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Rust is an emerging programming language designed for the development of systems software. To facilitate the reuse of Rust code, crates.io, as a central package registry of the Rust ecosystem, hosts thousands of third-party Rust packages.…

Cryptography and Security · Computer Science 2023-08-30 Xiaoye Zheng , Zhiyuan Wan , Yun Zhang , Rui Chang , David Lo

We present Encapsulated Substitution and Agentic Refinement on a Live Scaffold for Safe C-to-Rust Translation, a two-phase pipeline for translating real-world C projects to safe Rust. Existing approaches either produce unsafe output without…

Software Engineering · Computer Science 2026-04-07 Hohyun Sim , Hyeonjoong Cho , Ali Shokri , Zhoulai Fu , Binoy Ravindran

The development of safety-critical aerospace systems is traditionally dominated by the C language. Its language characteristics make it trivial to accidentally introduce memory safety issues resulting in undefined behavior or security…

Cryptography and Security · Computer Science 2024-05-29 Lukas Seidel , Julian Beier

Cross-language migration of large software systems is a persistent engineering challenge, particularly when the source codebase evolves rapidly. We present a methodology for LLM-assisted continuous code translation in which a large language…

Software Engineering · Computer Science 2026-04-14 Jinhua Wang , Biswa Sengupta

We introduce Cargo Scan, the first interactive program analysis tool designed to help developers audit third-party Rust code. Real systems written in Rust rely on thousands of transitive dependencies. These dependencies are as dangerous in…

Programming Languages · Computer Science 2026-02-09 Lydia Zoghbi , David Thien , Ranjit Jhala , Deian Stefan , Caleb Stanford

Despite the effort in vulnerability detection over the last two decades, memory safety vulnerabilities continue to be a critical problem. Recent reports suggest that the key solution is to migrate to memory-safe languages. To this end,…

Cryptography and Security · Computer Science 2025-04-22 Melih Sirlanci , Carter Yagemann , Zhiqiang Lin

Surveys of computational science show that many scientists use languages like C and C++ in order to write code for scientific computing, especially in scenarios where performance is a key factor. In this paper, we seek to evaluate the use…

Computational Physics · Physics 2024-10-28 Willow Veytsman , Shuang Zhai , Chen Ding , Adam B. Sefkow

Large Language Models (LLMs) are widely used for code generation. However, the correctness of code generated by LLMs remains a concern. A potential remedy to this concern is to have LLMs generate formal correctness proofs along with such…

Software Engineering · Computer Science 2026-05-12 Nongyu Di , Tianyu Chen , Shan Lu , Shuai Lu , Yeyun Gong , Peng Cheng , Jacob R. Lorch , Yuan Yao , Xiaoxing Ma

Rust is a new and promising high-level system programming language. It provides both memory safety and thread safety through its novel mechanisms such as ownership, moves and borrows. Ownership system ensures that at any point there is only…

Programming Languages · Computer Science 2018-05-01 Feng Wang , Fu Song , Min Zhang , Xiaoran Zhu , Jun Zhang

Sometimes debates on programming languages are more religious than scientific. Questions about which language is more succinct or efficient, or makes developers more productive are discussed with fervor, and their answers are too often…

Software Engineering · Computer Science 2015-06-04 Sebastian Nanz , Carlo A. Furia

Inline assembly is still a common practice in low-level C programming, typically for efficiency reasons or for accessing specific hardware resources. Such embedded assembly codes in the GNU syntax (supported by major compilers such as GCC,…

Programming Languages · Computer Science 2021-02-16 Frédéric Recoules , Sébastien Bardin , Richard Bonichon , Matthieu Lemerre , Laurent Mounier , Marie-Laure Potet

Rust represents a major advancement in production programming languages because of its success in bridging the gap between high-level application programming and low-level systems programming. At the heart of its design lies a novel…

Programming Languages · Computer Science 2018-08-20 Aaron Weiss , Daniel Patterson , Amal Ahmed

Rust programming language is gaining popularity rapidly in building reliable and secure systems due to its security guarantees and outstanding performance. To provide extra functionalities, the Rust compiler introduces Rust unstable…

Software Engineering · Computer Science 2023-10-27 Chenghao Li , Yifei Wu , Wenbo Shen , Zichen Zhao , Rui Chang , Chengwei Liu , Yang Liu , Kui Ren

The Rust programming language presents a steep learning curve and significant coding challenges, making the automation of issue resolution essential for its broader adoption. Recently, LLM-powered code agents have shown remarkable success…

Software Engineering · Computer Science 2026-02-27 Jiahong Xiang , Wenxiao He , Xihua Wang , Hongliang Tian , Yuqun Zhang

This paper documents a year-long experiment to "profile" the process of learning a programming language: gathering data to understand what makes a language hard to learn, and using that data to improve the learning process. We added…

Programming Languages · Computer Science 2024-01-03 Will Crichton , Shriram Krishnamurthi

Large language models (LLMs) have shown impressive capability to understand and develop code. However, their capability to rigorously reason about and prove code correctness remains in question. This paper offers a comprehensive study of…

Operating Systems · Computer Science 2026-04-16 Chenyuan Yang , Natalie Neamtu , Chris Hawblitzel , Jacob R. Lorch , Shan Lu

Rust is a modern programming language that guarantees memory safety and the absence of data races with a strong type system. We present RustyDL, a program logic for Rust, as a foundation for an auto-interactive, deductive verification tool…

Programming Languages · Computer Science 2026-02-26 Daniel Drodt , Reiner Hähnle

State-of-the-art Boolean satisfiability (SAT) solvers constitute a practical and competitive approach for solving various real-world problems. To encourage their widespread adoption, the relatively high barrier of entry following from the…

Logic in Computer Science · Computer Science 2025-05-22 Christoph Jabs

Embedded software is used in safety-critical systems such as medical devices and autonomous vehicles, where software defects, including security vulnerabilities, have severe consequences. Most embedded codebases are developed in unsafe…

Cryptography and Security · Computer Science 2024-09-06 Ayushi Sharma , Shashank Sharma , Santiago Torres-Arias , Aravind Machiry

Formal verification can provably guarantee the correctness of critical system software, but the high proof burden has long hindered its wide adoption. Recently, Large Language Models (LLMs) have shown success in code analysis and synthesis.…

Formal Languages and Automata Theory · Computer Science 2023-11-27 Jianan Yao , Ziqiao Zhou , Weiteng Chen , Weidong Cui