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Reference counting bugs in Linux kernel drivers can lead to severe resource mismanagement and security vulnerabilities. We introduce DrvHorn, a novel automated tool to detect these bugs by reducing reference counting verification to an…

Cryptography and Security · Computer Science 2026-05-18 Joe Hattori , Naoki Kobayashi , Ken Sakayori

False-positive bug reports represent a significant yet underexplored challenge in the development and maintenance of the Linux kernel. They occur when correct system behavior is mistakenly flagged as a defect, consuming developer effort…

Software Engineering · Computer Science 2026-05-11 Jiashuo Tian , Dong Wang , Chen Yang , Haichi Wang , Zan Wang , Junjie Chen

The Linux kernel is a critical system, serving as the foundation for numerous systems. Bugs in the Linux kernel can cause serious consequences, affecting billions of users. Fault localization (FL), which aims at identifying the buggy code…

Artificial Intelligence · Computer Science 2025-05-27 Zhenhao Zhou , Zhuochen Huang , Yike He , Chong Wang , Jiajun Wang , Yijian Wu , Xin Peng , Yiling Lou

As more and more multi-tier services are developed from commercial components or heterogeneous middleware without the source code available, both developers and administrators need a precise request tracing tool to help understand and debug…

Distributed, Parallel, and Cluster Computing · Computer Science 2016-11-17 Zhihong Zhang , Jianfeng Zhan , Yong Li , Lei Wang , Dan Meng , Bo Sang

Program repair research has made tremendous progress over the last few years, and software development bots are now being invented to help developers gain productivity. In this paper, we investigate the concept of a " program repair bot "…

Software Engineering · Computer Science 2019-03-11 Simon Urli , Zhongxing Yu , Lionel Seinturier , Martin Monperrus

In 2024, the Linux kernel became its own Common Vulnerabilities and Exposures (CVE) Numbering Authority (CNA), formalizing how kernel vulnerabilities are identified and tracked. We analyze the anatomy and dynamics of kernel CVEs using…

Software Engineering · Computer Science 2026-05-26 Piotr Przymus , Witold Weiner , Krzysztof Rykaczewski , Gunnar Kudrjavets

The Linux kernel is highly-configurable, with a build system that takes a configuration file as input and automatically tailors the source code accordingly. Configurability, however, complicates testing, because different configuration…

Software Engineering · Computer Science 2024-04-30 Necip Fazıl Yıldıran , Jeho Oh , Julia Lawall , Paul Gazzillo

Security bugs in the Linux kernel emerge endlessly and have attracted much attention. However, fixing security bugs in the Linux kernel could be incomplete due to human mistakes. Specifically, an incomplete fix fails to repair all the…

Cryptography and Security · Computer Science 2025-11-25 Qiang Liu , Wenlong Zhang , Muhui Jiang , Lei Wu , Yajin Zhou

A large user base relies on software updates provided through package managers. This provides a unique lever for improving the security of the software update process. We propose a transparency system for software updates and implement it…

Cryptography and Security · Computer Science 2017-11-21 Benjamin Hof , Georg Carle

Repairnator is a bot. It constantly monitors software bugs discovered during continuous integration of open-source software and tries to fix them automatically. If it succeeds in synthesizing a valid patch, Repairnator proposes the patch to…

Software Engineering · Computer Science 2022-05-05 Martin Monperrus , Simon Urli , Thomas Durieux , Matias Martinez , Benoit Baudry , Lionel Seinturier

Publicly available information contains valuable information for Cyber Threat Intelligence (CTI). This can be used to prevent attacks that have already taken place on other systems. Ideally, only the initial attack succeeds and all…

Cryptography and Security · Computer Science 2025-03-25 Philipp Kuehn , Mike Schmidt , Markus Bayer , Christian Reuter

Repairnator is a bot. It constantly monitors software bugs discovered during continuous integration of open-source software and tries to fix them automatically. If it succeeds to synthesize a valid patch, Repairnator proposes the patch to…

Software Engineering · Computer Science 2018-10-16 Martin Monperrus , Simon Urli , Thomas Durieux , Matias Martinez , Benoit Baudry , Lionel Seinturier

Repairing system crashes discovered by kernel fuzzers like Syzkaller is a critical yet underexplored challenge in software engineering. While recent works have introduced Large Language Model (LLM) based agents for Linux kernel…

As software systems evolve, patches may unintentionally alter program behavior. Validating patches against their intended semantics is difficult due to incomplete regression tests and informal, non-executable natural language (NL)…

Software Engineering · Computer Science 2026-02-06 Thanh Le-Cong , Bach Le , Toby Murray , Michael Pradel , Cristian Cadar

Open-source software (OSS) vulnerabilities are increasingly prevalent, emphasizing the importance of security patches. However, in widely used security platforms like NVD, a substantial number of CVE records still lack trace links to…

Software Engineering · Computer Science 2024-07-25 Kaixuan Li , Jian Zhang , Sen Chen , Han Liu , Yang Liu , Yixiang Chen

The Linux kernel is mostly designed for multi-programed environments, but high-performance applications have other requirements. Such applications are run standalone, and usually rely on runtime systems to distribute the application's…

Operating Systems · Computer Science 2020-04-15 Aleix Roca , Samuel Rodríguez , Albert Segura , Kevin Marquet , Vicenç Beltran

The open-source Linux operating system is available through a wide variety of distributions, each containing a collection of installable software packages. It can be important to keep these packages as fresh as possible to benefit from new…

Software Engineering · Computer Science 2020-08-03 Damien Legay , Alexandre Decan , Tom Mens

Over the lifetime of a computing task, determining the maximum usage of random-access memory (RAM) on both the motherboard and on a graphical processing unit (GPU), as well as the utilization percentage of the central processing unit (CPU)…

Performance · Computer Science 2025-06-27 Erik D. Huckvale , Hunter N. B. Moseley

The SZZ algorithm is used to connect bug-fixing commits to the earlier commits that introduced bugs. This algorithm has many applications and many variants have been devised. However, there are some types of commits that cannot be traced by…

Software Engineering · Computer Science 2024-06-10 Yunbo Lyu , Hong Jin Kang , Ratnadira Widyasari , Julia Lawall , David Lo

As computer systems grow ever larger and more complex, a crucial task in software development is for one person (the system expert) to communicate to another (the system novice) how a certain program works. This paper reports on the…

Software Engineering · Computer Science 2025-10-13 Matthew Sotoudeh