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Fuzzing is a popular bug detection technique achieved by testing software executables with random inputs. This technique can also be extended to libraries by constructing executables that call library APIs, known as fuzz drivers. Automated…

Software Engineering · Computer Science 2023-12-20 Yehong Zhang , Jun Wu , Hui Xu

Developers are increasingly integrating Language Models (LMs) into their mobile apps to provide features such as chat-based assistants. To prevent LM misuse, they impose various restrictions, including limits on the number of queries, input…

Cryptography and Security · Computer Science 2025-05-14 Muhammad Ibrahim , Gűliz Seray Tuncay , Z. Berkay Celik , Aravind Machiry , Antonio Bianchi

Automating C-to-Rust migration is critical for improving software security without sacrificing performance. Traditional rule-based methods struggle with diverse C idioms, often producing rigid and unidiomatic Rust code. Large Language…

Software Engineering · Computer Science 2026-04-06 Jia Feng , Wenjie Gan , Cuiyun Gao , Chaozheng Wang , Feng Luo , Xin Xia , Ge Li , Kui Liu

Safe Rust guarantees memory safety through strict compile-time constraints: ownership can be transferred, borrowing can temporarily guarantee either shared read-only or exclusive write access, and ownership and borrowing are scoped by…

Software Engineering · Computer Science 2026-04-06 Kaiwen Zhang , Guanjun Liu

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…

Software Engineering · Computer Science 2026-04-21 Yifei Gao , Chengpeng Wang , Pengxiang Huang , Xuwei Liu , Mingwei Zheng , Xiangyu Zhang

Some approaches to increasing program reliability involve a disciplined use of programming languages so as to minimise the hazards introduced by error-prone features. This is realised by writing code that is constrained to a subset of the a…

Programming Languages · Computer Science 2007-11-06 Guillem Marpons-Ucero , Julio Mariño , Ángel Herranz , Lars-Åke Fredlund , Manuel Carro , Juan José Moreno-Navarro

Rust is a programming language that uses a concept of ownership to guarantee memory safety without the use of a garbage collector. However, some error messages related to ownership can be difficult to understand and fix, particularly those…

Software Engineering · Computer Science 2023-09-14 Ruochen Wang , Molly Maclaren , Michael Coblenz

As large language models (LLMs) have advanced rapidly, concerns regarding their safety have become prominent. In this paper, we discover that code-switching in red-teaming queries can effectively elicit undesirable behaviors of LLMs, which…

Artificial Intelligence · Computer Science 2025-06-12 Haneul Yoo , Yongjin Yang , Hwaran Lee

We describe a novel masters-level projects class that teaches robotics along the traditional robotics pipeline (dynamics, state estimation, controls, planning). One key motivational part is that students have to directly apply the…

Physics Education · Physics 2026-04-02 Wolfgang Hoenig , Christoph Scherer , Khaled Wahba

Automated translation of legacy C code into Rust aims to ensure memory safety while reducing the burden of manual migration. Early approaches in code translation rely on static rule-based methods, but they suffer from limited coverage due…

Software Engineering · Computer Science 2025-08-12 Feng Luo , Kexing Ji , Cuiyun Gao , Shuzheng Gao , Jia Feng , Kui Liu , Xin Xia , Michael R. Lyu

Developers and organizations are using Large Language Models (LLMs) to generate security-critical code more frequently than ever, including cryptographic solutions for their products. This study presents an empirical evaluation of…

Cryptography and Security · Computer Science 2026-05-01 Mohamed Elsayed , Kenneth Fulton , Jeong Yang

Ensuring the reliability of the Rust compiler is of paramount importance, given increasing adoption of Rust for critical systems development, due to its emphasis on memory and thread safety. However, generating valid test programs for the…

Software Engineering · Computer Science 2026-05-04 Hongyan Gao , Yibiao Yang , Maolin Sun , Jiangchang Wu , Yuming Zhou , Baowen Xu

Rewriting C code in Rust provides stronger memory safety, yet migrating large codebases such as the 32-million-line Linux kernel remains challenging. While rule-based translators (e.g., C2Rust) provide accurate yet largely unsafe Rust…

Programming Languages · Computer Science 2025-04-01 Yuchen Liu , Junhao Hu , Yingdi Shan , Ge Li , Yanzhen Zou , Yihong Dong , Tao Xie

Trustworthiness and interpretability are inextricably linked concepts for LLMs. The more interpretable an LLM is, the more trustworthy it becomes. However, current techniques for interpreting LLMs when applied to code-related tasks largely…

Software Engineering · Computer Science 2025-10-13 David N. Palacio , Daniel Rodriguez-Cardenas , Alejandro Velasco , Dipin Khati , Kevin Moran , Denys Poshyvanyk

The use of machine learning (ML) is on the rise in many sectors of software development, and automotive software development is no different. In particular, Advanced Driver Assistance Systems (ADAS) and Automated Driving Systems (ADS) are…

Machine Learning · Computer Science 2018-08-07 Rick Salay , Krzysztof Czarnecki

We propose a hybrid approach to end-to-end Rust verification where the proof effort is split into powerful automated verification of safe Rust and targeted semi-automated verification of unsafe Rust. To this end, we present Gillian-Rust, a…

Programming Languages · Computer Science 2025-04-11 Sacha-Élie Ayoun , Xavier Denis , Petar Maksimović , Philippa Gardner

A free data-analysis framework for muSR has been developed. musrfit is fully written in C++, is running under GNU/Linux, Mac OS X, as well as Microsoft Windows, and is distributed under the terms of the GNU GPL. It is based on the CERN ROOT…

Data Analysis, Statistics and Probability · Physics 2012-12-21 A. Suter , B. M. Wojek

We present our ongoing work on developing an end-to-end verified Rust compiler based on CompCert. It provides two guarantees: one is semantics preservation from Rust to assembly, i.e., the behaviors of source code includes the behaviors of…

Programming Languages · Computer Science 2026-02-10 Jinhua Wu , Yuting Wang , Liukun Yu , Linglong Meng

All modern web browsers - Internet Explorer, Firefox, Chrome, Opera, and Safari - have a core rendering engine written in C++. This language choice was made because it affords the systems programmer complete control of the underlying…

Programming Languages · Computer Science 2015-05-28 Brian Anderson , Lars Bergstrom , David Herman , Josh Matthews , Keegan McAllister , Manish Goregaokar , Jack Moffitt , Simon Sapin

Rust relies on its unique ownership mechanism to ensure thread and memory safety. However, numerous potential security vulnerabilities persist in practical applications. New language features in Rust pose new challenges for vulnerability…

Programming Languages · Computer Science 2026-01-08 Yu Zhang , Kaiwen Zhang , Guanjun Liu
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