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Where can we find malware source code? This question is motivated by a real need: there is a dearth of malware source code, which impedes various types of security research. Our work is driven by the following insight: public archives, like…

Cryptography and Security · Computer Science 2020-06-01 Md Omar Faruk Rokon , Risul Islam , Ahmad Darki , Vagelis E. Papalexakis , Michalis Faloutsos

Exploit proof-of-concepts (PoCs) for known vulnerabilities are widely shared in the security community. They help security analysts to learn from each other and they facilitate security assessments and red teaming tasks. In the recent…

Cryptography and Security · Computer Science 2023-06-08 Soufian El Yadmani , Robin The , Olga Gadyatskaya

GitHub plays a critical role in modern software supply chains, making its security an important research concern. Existing studies have primarily focused on CI/CD automation, collaboration patterns, and community management, while abuse…

Software Engineering · Computer Science 2026-04-21 Yuli Cheng , Xiaoyu Zhang , Jiongchi Yu , Shiqing Ma , Chao Shen , Yang Liu

Developers use and contribute to repositories on GitHub. Documentation present in the repositories serves as an important source by helping developers to understand, maintain and contribute to the project. Currently, documentation in a…

Software Engineering · Computer Science 2021-03-02 Akhila Sri Manasa Venigalla , Sridhar Chimalakonda

GitHub is a popular data repository for code examples. It is being continuously used to train several AI-based tools to automatically generate code. However, the effectiveness of such tools in correctly demonstrating the usage of…

Cryptography and Security · Computer Science 2022-11-28 Catherine Tony , Nicolás E. Díaz Ferreyra , Riccardo Scandariato

The definition of scholarly content has expanded to include the data and source code that contribute to a publication. While major archiving efforts to preserve conventional scholarly content, typically in PDFs (e.g., LOCKSS, CLOCKSS,…

Digital Libraries · Computer Science 2022-08-10 Emily Escamilla , Martin Klein , Talya Cooper , Vicky Rampin , Michele C. Weigle , Michael L. Nelson

GitHub is the most widely used platform for software maintenance in the open-source community. Developers report issues on GitHub from time to time while facing difficulties. Having labels on those issues can help developers easily address…

Software Engineering · Computer Science 2025-07-28 Amir Hossain Raaj , Fairuz Nawer Meem , Sadia Afrin Mim

According to GitGuardian's monitoring of public GitHub repositories, the exposure of secrets (API keys and other credentials) increased two-fold in 2021 compared to 2020, totaling more than six million secrets. However, no benchmark dataset…

Cryptography and Security · Computer Science 2023-03-14 Setu Kumar Basak , Lorenzo Neil , Bradley Reaves , Laurie Williams

Fostering a collaborative and inclusive environment is crucial for the sustained progress of open source development. However, the prevalence of negative discourse, often manifested as toxic comments, poses significant challenges to…

Software Engineering · Computer Science 2023-12-21 Shyamal Mishra , Preetha Chatterjee

Industrial applications heavily rely on open-source software (OSS) libraries, which provide various benefits. But, they can also present a substantial risk if a vulnerability or attack arises and the community fails to promptly address the…

Software Engineering · Computer Science 2025-04-24 Alexandros Tsakpinis , Alexander Pretschner

GitHub, the de facto platform for open-source software development, provides a set of social-media-like features to signal high-quality repositories. Among them, the star count is the most widely used popularity signal, but it is also at…

Cryptography and Security · Computer Science 2025-09-09 Hao He , Haoqin Yang , Philipp Burckhardt , Alexandros Kapravelos , Bogdan Vasilescu , Christian Kästner

GitHub is the largest code hosting platform, with millions of repositories spanning multiple technologies. Despite this, little is known about the actual contents of GitHub's repositories in the wild. This paper presents an initial…

Software Engineering · Computer Science 2026-05-19 Andre Hora , João Eduardo Montandon , Diego Elias Costa

Security is critical to the adoption of open source software (OSS), yet few automated solutions currently exist to help detect and prevent malicious contributions from infecting open source repositories. On GitHub, a primary host of OSS,…

Software Engineering · Computer Science 2021-03-11 Danielle Gonzalez , Thomas Zimmermann , Patrice Godefroid , Max Schaefer

Software is often developed using versioned controlled software, such as Git, and hosted on centralized Web hosts, such as GitHub and GitLab. These Web hosted software repositories are made available to users in the form of traditional HTML…

Digital Libraries · Computer Science 2025-05-22 David Calano , Michele C. Weigle , Michael L. Nelson

GitHub is the world's largest host of source code, with more than 150M repositories. However, most of these repositories are not labeled or inadequately so, making it harder for users to find relevant projects. There have been various…

Software Engineering · Computer Science 2023-11-21 Cezar Sas , Andrea Capiluppi , Claudio Di Sipio , Juri Di Rocco , Davide Di Ruscio

GitHub is one of the most widely used public code development platform. However, the code hosted publicly on the platform is vulnerable to commit spoofing that allows an adversary to introduce malicious code or commits into the repository…

Software Engineering · Computer Science 2025-04-29 Anupam Sharma , Sreyashi Karmakar , Gayatri Priyadarsini Kancherla , Abhishek Bichhawat

The widespread adoption of open-source ecosystems enables developers to integrate third-party packages, but also exposes them to malicious packages crafted to execute harmful behavior via public repositories such as PyPI. Existing datasets…

Cryptography and Security · Computer Science 2025-12-16 Ahmed Ryan , Junaid Mansur Ifti , Md Erfan , Akond Ashfaque Ur Rahman , Md Rayhanur Rahman

GitHub is the largest host of open source software on the Internet. This large, freely accessible database has attracted the attention of practitioners and researchers alike. But as GitHub's growth continues, it is becoming increasingly…

Software Engineering · Computer Science 2022-08-02 Francisco Zanartu , Christoph Treude , Bruno Cartaxo , Hudson Silva Borges , Pedro Moura , Markus Wagner , Gustavo Pinto

The demand for quick and reliable DevOps operations pushed distributors of repository platforms to implement workflows. Workflows allow automating code management operations directly on the repository hosting the software. However, this…

Cryptography and Security · Computer Science 2022-11-11 Giacomo Benedetti , Luca Verderame , Alessio Merlo

Authors of malicious software are not hiding as much as one would assume: they have a visible online footprint. Apart from online forums, this footprint appears in software development platforms, where authors create publicly-accessible…

Cryptography and Security · Computer Science 2020-11-17 Risul Islam , Md Omar Faruk Rokon , Ahmad Darki , Michalis Faloutsos
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