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The development of machine learning techniques for discovering software vulnerabilities relies fundamentally on the availability of appropriate datasets. The ideal dataset consists of a large and diverse collection of real-world…

Cryptography and Security · Computer Science 2025-04-29 Sima Arasteh , Georgios Nikitopoulos , Wei-Cheng Wu , Nicolaas Weideman , Aaron Portnoy , Mukund Raghothaman , Christophe Hauser

Data-driven research on the automated discovery and repair of security vulnerabilities in source code requires comprehensive datasets of real-life vulnerable code and their fixes. To assist in such research, we propose a method to…

Software Engineering · Computer Science 2022-02-08 Guru Prasad Bhandari , Amara Naseer , Leon Moonen

The widespread of libraries within modern software ecosystems creates complex networks of dependencies. These dependencies are fragile to breakage, outdated, or redundancy, potentially leading to cascading issues in dependent libraries. One…

Software Engineering · Computer Science 2024-06-18 Pongchai Jaisri , Brittany Reid , Raula Gaikovina Kula

Software vulnerabilities remain a critical security challenge, providing entry points for attackers into enterprise networks. Despite advances in security practices, the lack of high-quality datasets capturing diverse exploit behavior…

Cryptography and Security · Computer Science 2025-11-17 Alireza Lotfi , Charalampos Katsis , Elisa Bertino

Understanding the landscape of software vulnerabilities is key for developing effective security solutions. Fortunately, the evaluation of vulnerability databases that use a framework for communicating vulnerability attributes and their…

Cryptography and Security · Computer Science 2021-02-04 Assane Gueye , Peter Mell

Library reuse is a widely adopted practice in software development, however, re-used libraries are not always up-to-date, thus including unnecessary bugs or vulnerabilities. Brutely upgrading libraries to the latest versions is not feasible…

Software Engineering · Computer Science 2025-04-03 Rui Lu

Software vulnerabilities can result in catastrophic cyberattacks that increasingly threaten business operations. Consequently, ensuring the safety of software systems has become a paramount concern for both private and public sectors.…

Software Engineering · Computer Science 2024-12-10 Boyu Zhang , Triet H. M. Le , M. Ali Babar

This paper reports a large-scale study that aims to understand how mobile application (app) vulnerabilities are associated with software libraries. We analyze both free and paid apps. Studying paid apps was quite meaningful because it…

Cryptography and Security · Computer Science 2017-03-28 Takuya Watanabe , Mitsuaki Akiyama , Fumihiro Kanei , Eitaro Shioji , Yuta Takata , Bo Sun , Yuta Ishi , Toshiki Shibahara , Takeshi Yagi , Tatsuya Mori

Software development relies on code reuse to minimize costs, creating vulnerability risks through dependencies with substantial economic impact, as seen in the Crowdstrike and HeartBleed incidents. We analyze 52,897 dependencies across…

Econometrics · Economics 2025-07-02 Cornelius Fritz , Co-Pierre Georg , Angelo Mele , Michael Schweinberger

Software security is undoubtedly a major concern in today's software engineering. Although the level of awareness of security issues is often high, practical experiences show that neither preventive actions nor reactions to possible issues…

Software Engineering · Computer Science 2020-06-25 Gábor Antal , Márton Keleti , Péter Hegedűs

The npm (Node Package Manager) ecosystem is the most important package manager for JavaScript development with millions of users. Consequently, a plethora of earlier work investigated how vulnerability reporting, patch propagation, and in…

Cryptography and Security · Computer Science 2025-06-10 Rajdeep Ghosh , Shiladitya De , Mainack Mondal

Critical vulnerabilities with Common Vulnerability Scoring System scores of 9.0 or higher pose severe risks to organisations' information systems. Timely detection and remediation are essential to minimise economic and reputational damage…

Cryptography and Security · Computer Science 2026-04-23 Lena Sinterhauf , Andreas Aßmuth , Roland Kaltefleiter

This study investigates vulnerabilities in dependencies of sampled open-source software (OSS) projects, the relationship between these and overall project security, and how developers' behaviors and practices influence their mitigation.…

Cryptography and Security · Computer Science 2024-08-27 Janislley Oliveira de Sousa , Bruno Carvalho de Farias , Eddie Batista de Lima Filho , Lucas Carvalho Cordeiro

Contemporary software is characterized by reuse of components that are declared as dependencies and that are received from package managers/registries, such as, NPM, PyPI, RubyGems, Maven Central, etc. Direct and indirect dependency…

Software Engineering · Computer Science 2022-03-04 Rolf-Helge Pfeiffer

Large Language Models (LLMs) have shown promise in tasks like code translation, prompting interest in their potential for automating software vulnerability detection (SVD) and patching (SVP). To further research in this area, establishing a…

Software Engineering · Computer Science 2024-09-18 Arastoo Zibaeirad , Marco Vieira

The popularity of JavaScript has lead to a large ecosystem of third-party packages available via the npm software package registry. The open nature of npm has boosted its growth, providing over 800,000 free and reusable software packages.…

Cryptography and Security · Computer Science 2019-06-10 Markus Zimmermann , Cristian-Alexandru Staicu , Cam Tenny , Michael Pradel

Mainstream software applications and tools are the configurable platforms with an enormous number of parameters along with their values. Certain settings and possible interactions between these parameters may harden (or soften) the security…

Software Engineering · Computer Science 2020-06-17 Shuvalaxmi Dass , Akbar Siami Namin

The use of open-source software (OSS) is ever-increasing, and so is the number of open-source vulnerabilities being discovered and publicly disclosed. The gains obtained from the reuse of community-developed libraries may be offset by the…

Cryptography and Security · Computer Science 2025-03-18 Serena E. Ponta , Henrik Plate , Antonino Sabetta

Python software development heavily relies on third-party packages. Direct and transitive dependencies create a labyrinth of software supply chains. While it is convenient to reuse code, vulnerabilities within these dependency chains can…

Cryptography and Security · Computer Science 2026-03-11 Jacob Mahon , Chenxi Hou , Zhihao Yao

Although using third-party libraries is common practice when writing software, vulnerabilities may be found even in well-known libraries. Detected vulnerabilities are often fixed quickly in the library code. The easiest way to include these…

Software Engineering · Computer Science 2023-05-23 Kristiina Rahkema , Dietmar Pfahl