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Large Language Models (LLMs) have demonstrated significant potential in automated software security, particularly in vulnerability detection. However, existing benchmarks primarily focus on isolated, single-vulnerability samples or…

Cryptography and Security · Computer Science 2025-12-30 Chinmay Pushkar , Sanchit Kabra , Dhruv Kumar , Jagat Sesh Challa

The popularity of Python has risen rapidly over the past 15 years. It is a major language in some of the most exciting technologies today. This popularity has led to a large ecosystem of third-party packages available via the pip package…

Cryptography and Security · Computer Science 2021-02-15 Aadesh Bagmar , Josiah Wedgwood , Dave Levin , Jim Purtilo

Runtime introspection of dependencies, i.e., the ability to observe which dependencies are currently used during program execution, is fundamental for Software Supply Chain security. Yet, Java has no support for it. We solve this problem…

Software Engineering · Computer Science 2026-04-15 Serena Cofano , Daniel Williams , Aman Sharma , Martin Monperrus

As a mixed result of intensive dependency on third-party libraries, flexible mechanism to declare dependencies, and increased number of modules in a project, multiple versions of the same third-party library are directly depended in…

Software Engineering · Computer Science 2020-02-26 Kaifeng Huang , Bihuan Chen , Bowen Shi , Ying Wang , Congying Xu , Xin Peng

High Performance Computing~(HPC) software stacks have become complex, with the dependencies of some applications numbering in the hundreds. Packaging, distributing, and administering software stacks of that scale is a complex undertaking…

Software Engineering · Computer Science 2022-11-14 Farid Zakaria , Thomas R. W. Scogland , Todd Gamblin , Carlos Maltzahn

Software security mainly studies vulnerability detection: is my code vulnerable today? This hinders risk estimation, so new approaches are emerging to forecast the occurrence of future vulnerabilities. While useful, these approaches are…

Software Engineering · Computer Science 2024-11-19 Carlos E. Budde , Ranindya Paramitha , Fabio Massacci

Library migration is a challenging problem, where most existing approaches rely on prior knowledge. This can be, for example, information derived from changelogs or statistical models of API usage. This paper addresses a different API…

Software Engineering · Computer Science 2020-08-28 Bruce Collie , Philip Ginsbach , Jackson Woodruff , Ajitha Rajan , Michael O'Boyle

As modern software development increasingly relies on reusable libraries and components, managing dependencies has become critical for ensuring software stability and security. However, challenges such as outdated dependencies, missed…

Software Engineering · Computer Science 2025-04-01 Barisha Chowdhury , Md Fazle Rabbi , S. M. Mahedy Hasan , Minhaz F. Zibran

Third-party libraries are essential in software development as they prevent the need for developers to recreate existing functionalities. However, vulnerabilities within these libraries pose significant risks to dependent projects.…

Software Engineering · Computer Science 2025-04-01 Zirui Chen , Xing Hu , Puhua Sun , Xin Xia , Xiaohu Yang

Android app developers extensively employ code reuse, integrating many third-party libraries into their apps. While such integration is practical for developers, it can be challenging for static analyzers to achieve scalability and…

Software Engineering · Computer Science 2024-02-12 Jordan Samhi , Tegawendé F. Bissyandé , Jacques Klein

The large transformer-based language models demonstrate excellent performance in natural language processing. By considering the transferability of the knowledge gained by these models in one domain to other related domains, and the…

Cryptography and Security · Computer Science 2022-09-07 Chandra Thapa , Seung Ick Jang , Muhammad Ejaz Ahmed , Seyit Camtepe , Josef Pieprzyk , Surya Nepal

With the wave of high-profile supply chain attacks targeting development and client organizations, supply chain security has recently become a focal point. As a result, there is an elevated discussion on securing the development environment…

Throughout computer history, it has been repeatedly demonstrated that critical software vulnerabilities can significantly affect the components involved. In the Free/Libre and Open Source Software (FLOSS) ecosystem, most software is…

Software Engineering · Computer Science 2025-02-13 Stefan Tatschner , Michael P. Heinl , Nicole Pappler , Tobias Specht , Sven Plaga , Thomas Newe

This paper performs a large-scale study of dependency chains in the web, to find that around 50% of first-party websites render content that they did not directly load. Although the majority (84.91%) of websites have short dependency chains…

Cryptography and Security · Computer Science 2022-03-08 Muhammad Ikram , Rahat Masood , Gareth Tyson , Mohamed Ali Kaafar , Roya Ensafi

The latest breakthroughs in large language models (LLM) have empowered software development tools, such as ChatGPT, to aid developers in complex tasks. Developers use ChatGPT to write code, review code changes, and even debug their…

Software Engineering · Computer Science 2024-01-30 Rachna Raj , Diego Elias Costa

The increasing interest in open source software has led to the emergence of large language-specific package distributions of reusable software libraries, such as npm and RubyGems. These software packages can be subject to vulnerabilities…

Software Engineering · Computer Science 2022-03-29 Ahmed Zerouali , Tom Mens , Alexandre Decan , Coen De Roover

AI coding agents increasingly modify real software repositories and make dependency decisions, including adding, removing, or updating third-party packages. These choices can materially affect security posture and maintenance burden, yet…

Software Engineering · Computer Science 2026-02-02 Tanmay Singla , Berk Çakar , Paschal C. Amusuo , James C. Davis

In modern software development workflows, the open-source software supply chain contributes significantly to efficient and convenient engineering practices. With increasing system complexity, using open-source software as third-party…

Software Engineering · Computer Science 2025-11-18 Zihe Yan , Kai Luo , Haoyu Yang , Yang Yu , Zhuosheng Zhang , Guancheng Li

JavaScript packages are notoriously prone to bloat, a factor that significantly impacts the performance and maintainability of web applications. While web bundlers and tree-shaking can mitigate this issue in client-side applications,…

Software Engineering · Computer Science 2025-05-22 Yuxin Liu , Deepika Tiwari , Cristian Bogdan , Benoit Baudry

Software intensively depends on external libraries whose relevance may change during its life cycle. As a consequence, software developers must periodically reconsider the libraries they depend on, and must think about \textit{library…

Software Engineering · Computer Science 2013-06-27 Cédric Teyton , Jean-Rémy Falleri , Marc Palyart , Xavier Blanc