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The npm registry is one of the pillars of the JavaScript and TypeScript ecosystems, hosting over 1.7 million packages ranging from simple utility libraries to complex frameworks and entire applications. Due to the overwhelming popularity of…

Cryptography and Security · Computer Science 2022-03-01 Adriana Sejfia , Max Schäfer

Current software supply chains heavily rely on open-source packages hosted in public repositories. Given the popularity of ecosystems like npm and PyPI, malicious users started to spread malware by publishing open-source packages containing…

Cryptography and Security · Computer Science 2023-10-17 Piergiorgio Ladisa , Serena Elisa Ponta , Nicola Ronzoni , Matias Martinez , Olivier Barais

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

The NPM ecosystem has become a primary target for software supply chain attacks, yet existing detection tools are evaluated in isolation on incompatible datasets, making cross-tool comparison unreliable. We conduct a benchmark-driven…

Software Engineering · Computer Science 2026-03-31 Wenbo Guo , Zhongwen Chen , Zhengzi Xu , Chengwei Liu , Ming Kang , Shiwen Song , Chengyue Liu , Yijia Xu , Weisong Sun , Yang Liu

Open-source software (OSS) supply chain enlarges the attack surface, which makes package registries attractive targets for attacks. Recently, package registries NPM and PyPI have been flooded with malicious packages. The effectiveness of…

Cryptography and Security · Computer Science 2025-05-05 Junan Zhang , Kaifeng Huang , Yiheng Huang , Bihuan Chen , Ruisi Wang , Chong Wang , Xin Peng

PyPI provides a convenient and accessible package management platform to developers, enabling them to quickly implement specific functions and improve work efficiency. However, the rapid development of the PyPI ecosystem has led to a severe…

Software Engineering · Computer Science 2023-09-21 Wenbo Guo , Zhengzi Xu , Chengwei Liu , Cheng Huang , Yong Fang , Yang Liu

Malicious Python packages make software supply chains vulnerable by exploiting trust in open-source repositories like Python Package Index (PyPI). Lack of real-time behavioral monitoring makes metadata inspection and static code analysis…

Cryptography and Security · Computer Science 2025-03-04 Sk Tanzir Mehedi , Chadni Islam , Gowri Ramachandran , Raja Jurdak

Background. In modern software development, the use of external libraries and packages is increasingly prevalent, streamlining the software development process and enabling developers to deploy feature-rich systems with little coding. While…

Software Engineering · Computer Science 2024-12-09 Haya Samaana , Diego Elias Costa , Emad Shihab , Ahmad Abdellatif

Protecting software supply chains from malicious packages is paramount in the evolving landscape of software development. Attacks on the software supply chain involve attackers injecting harmful software into commonly used packages or…

Cryptography and Security · Computer Science 2024-02-13 S. Halder , M. Bewong , A. Mahboubi , Y. Jiang , R. Islam , Z. Islam , R. Ip , E. Ahmed , G. Ramachandran , A. Babar

Package managers such as NPM, Maven, and PyPI play a pivotal role in open-source software (OSS) ecosystems, streamlining the distribution and management of various freely available packages. The fine-grained details within software packages…

Software Engineering · Computer Science 2024-04-18 Xiaoyan Zhou , Feiran Liang , Zhaojie Xie , Yang Lan , Wenjia Niu , Jiqiang Liu , Haining Wang , Qiang Li

The prevalence of malicious packages in open-source repositories, such as PyPI, poses a critical threat to the software supply chain. While Large Language Models (LLMs) have emerged as a promising tool for automated security tasks, their…

Cryptography and Security · Computer Science 2026-03-03 Ahmed Ryan , Ibrahim Khalil , Abdullah Al Jahid , Md Erfan , Sungbin Park , Akond Ashfaque Ur Rahman , Md Rayhanur Rahman

The Python Package Index (PyPI) has become a target for malicious actors, yet existing detection tools generate false positive rates of 15-30%, incorrectly flagging one-third of legitimate packages as malicious. This problem arises because…

Cryptography and Security · Computer Science 2026-01-28 Wenbo Guo , Chengwei Liu , Ming Kang , Yiran Zhang , Jiahui Wu , Zhengzi Xu , Vinay Sachidananda , Yang Liu

Recently, the number of malicious open-source packages in package repositories has been increasing dramatically. While major security scanners focus on identifying known Common Vulnerabilities and Exposures (CVEs) in open-source packages,…

Cryptography and Security · Computer Science 2025-11-20 Thanh-Cong Nguyen , Ngoc-Thanh Nguyen , Van-Giau Ung , Duc-Ly Vu

Modern software development frequently uses third-party packages, raising the concern of supply chain security attacks. Many attackers target popular package managers, like npm, and their users with supply chain attacks. In 2021 there was a…

Cryptography and Security · Computer Science 2022-02-15 Nusrat Zahan , Thomas Zimmermann , Patrice Godefroid , Brendan Murphy , Chandra Maddila , Laurie Williams

The exponential growth of open-source package ecosystems, particularly NPM and PyPI, has led to an alarming increase in software supply chain poisoning attacks. Existing static analysis methods struggle with high false positive rates and…

Cryptography and Security · Computer Science 2024-09-17 Xinyi Zheng , Chen Wei , Shenao Wang , Yanjie Zhao , Peiming Gao , Yuanchao Zhang , Kailong Wang , Haoyu Wang

The increasing popularity of certain programming languages has spurred the creation of ecosystem-specific package repositories and package managers. Such repositories (e.g., npm, PyPI) serve as public databases that users can query to…

Cryptography and Security · Computer Science 2023-10-09 Piergiorgio Ladisa , Merve Sahin , Serena Elisa Ponta , Marco Rosa , Matias Martinez , Olivier Barais

Trivial packages, small modules with low functionality, are common in the npm ecosystem and can pose security risks despite their simplicity. This paper refines existing definitions and introduce data-only packages that contain no…

Software Engineering · Computer Science 2025-10-07 Napasorn Tevarut , Brittany Reid , Yutaro Kashiwa , Pattara Leelaprute , Arnon Rungsawang , Bundit Manaskasemsak , Hajimu Iida

Open-source software supply chain attacks aim at infecting downstream users by poisoning open-source packages. The common way of consuming such artifacts is through package repositories and the development of vetting strategies to detect…

Cryptography and Security · Computer Science 2022-10-11 Piergiorgio Ladisa , Henrik Plate , Matias Martinez , Olivier Barais , Serena Elisa Ponta

Open-source ecosystems such as NPM and PyPI are increasingly targeted by supply chain attacks, yet existing detection methods either depend on fragile handcrafted rules or data-driven features that fail to capture evolving attack semantics.…

Software Engineering · Computer Science 2026-01-26 Wenbo Guo , Shiwen Song , Jiaxun Guo , Zhengzi Xu , Chengwei Liu , Haoran Ou , Mengmeng Ge , Yang Liu

Existing malicious code detection techniques demand the integration of multiple tools to detect different malware patterns, often suffering from high misclassification rates. Therefore, malicious code detection techniques could be enhanced…

Cryptography and Security · Computer Science 2025-01-07 Nusrat Zahan , Philipp Burckhardt , Mikola Lysenko , Feross Aboukhadijeh , Laurie Williams
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