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Software Bills of Materials (SBOMs) have emerged as tools to facilitate the management of software dependencies, vulnerabilities, licenses, and the supply chain. While significant effort has been devoted to increasing SBOM awareness and…

Software Engineering · Computer Science 2024-11-27 Trevor Stalnaker , Nathan Wintersgill , Oscar Chaparro , Massimiliano Di Penta , Daniel M German , Denys Poshyvanyk

A Software Bill of Materials (SBOM) is becoming an increasingly important tool in regulatory and technical spaces to introduce more transparency and security into a project's software supply chain. Artificial intelligence (AI) projects face…

Software Engineering · Computer Science 2026-01-30 Karen Bennet , Gopi Krishnan Rajbahadur , Arthit Suriyawongkul , Kate Stewart

In the era of advanced artificial intelligence, highlighted by large-scale generative models like GPT-4, ensuring the traceability, verifiability, and reproducibility of datasets throughout their lifecycle is paramount for research…

Software Engineering · Computer Science 2024-08-19 Yue Liu , Dawen Zhang , Boming Xia , Julia Anticev , Tunde Adebayo , Zhenchang Xing , Moses Machao

The Software Bill of Materials (SBOM) has emerged as a promising solution, providing a machine-readable inventory of software components used, thus bolstering supply chain security. This paper presents an extensive study concerning the…

Software Engineering · Computer Science 2023-08-31 Tingting Bi , Boming Xia , Zhenchang Xing , Qinghua Lu , Liming Zhu

The rapid growth of software supply chain attacks has attracted considerable attention to software bill of materials (SBOM). SBOMs are a crucial building block to ensure the transparency of software supply chains that helps improve software…

Software Engineering · Computer Science 2023-02-08 Boming Xia , Tingting Bi , Zhenchang Xing , Qinghua Lu , Liming Zhu

Modern software applications heavily rely on diverse third-party components, libraries, and frameworks sourced from various vendors and open source repositories, presenting a complex challenge for securing the software supply chain. To…

Bills of materials (BOMs) are quickly becoming an effective tool for managing supply chain risk. As more BOMs enter circulation, the ability to compare them will be crucial to understanding how products differ and in managing BOMs from…

Software Engineering · Computer Science 2024-11-18 Lucas Tate , Rebecca Jones , Doug Dennis , Tatyana Benko , Jody Askren

The robustness of critical infrastructure systems is contingent upon the integrity and transparency of their software supply chains. A Software Bill of Materials (SBOM) is pivotal in this regard, offering an exhaustive inventory of…

Software Engineering · Computer Science 2024-01-19 Boming Xia , Dawen Zhang , Yue Liu , Qinghua Lu , Zhenchang Xing , Liming Zhu

The growing integration of open-source software and AI-driven technologies has introduced new layers of complexity into the software supply chain, challenging existing methods for dependency management and system assurance. While Software…

Software Engineering · Computer Science 2025-10-03 Vadim Safronov , Anthony McCaigue , Nicholas Allott , Andrew Martin

Software Bill of Materials (SBOMs) are increasingly regarded as essential tools for securing software supply chains (SSCs), yet their real-world use and adoption barriers remain poorly understood. This systematic literature review…

Software Engineering · Computer Science 2025-06-06 Eric O'Donoghue , Yvette Hastings , Ernesto Ortiz , A. Redempta Manzi Muneza

Software Bills of Material (SBOMs), which improve transparency by listing the components constituting software, are a key countermeasure to the mounting problem of Software Supply Chain attacks. SBOM generation tools take project source…

Cryptography and Security · Computer Science 2024-09-04 Serena Cofano , Giacomo Benedetti , Matteo Dell'Amico

Software Bills of Material (SBOMs) are becoming a consolidated, often enforced by governmental regulations, way to describe software composition. However, based on recent studies, SBOMs suffer from limited support for their consumption and…

Software Engineering · Computer Science 2025-05-29 Davide Fucci , Massimiliano Di Penta , Simone Romano , Giuseppe Scanniello

A Software Bill of Materials (SBOM) is a machine-readable artifact that systematically organizes software information, enhancing supply chain transparency and security. To facilitate the exchange and utilization of SBOMs, organizations such…

Software Engineering · Computer Science 2026-01-21 Chengjie Wang , Jingzheng Wu , Hao Lyu , Xiang Ling , Tianyue Luo , Yanjun Wu , Chen Zhao

Neural networks have become integral to many fields due to their exceptional performance. The open-source community has witnessed a rapid influx of neural network (NN) repositories with fast-paced iterations, making it crucial for…

Software Engineering · Computer Science 2025-09-25 Xiaoning Ren , Yuhang Ye , Xiongfei Wu , Yueming Wu , Yinxing Xue

Software Bills of Material (SBOMs) have emerged as an important technology for vulnerability management amid rising supply-chain attacks. They represent component relationships within a software product and support software composition…

Software Engineering · Computer Science 2026-04-24 Shawn Rasheed , Max McPhee , Lisa Patterson , Stephen MacDonell , Jens Dietrich

Modern software engineering increasingly relies on open, community-driven standards, yet how such standards are created in fast-evolving domains like AI-powered systems remains underexplored. This paper presents a detailed experience report…

The rapid adoption of complex AI systems has outpaced the development of tools to ensure their transparency, security, and regulatory compliance. In this paper, the AI Bill of Materials (AIBOM), an extension of the Software Bill of…

Software Engineering · Computer Science 2026-01-12 Wiebe Vandendriessche , Jordi Thijsman , Laurens D'hooge , Bruno Volckaert , Merlijn Sebrechts

Developers gain productivity by reusing readily available Free and Open Source Software (FOSS) components. Such practices also bring some difficulties, such as managing licensing, components and related security. One approach to handle…

Software Engineering · Computer Science 2025-03-20 Luıs Soeiro , Thomas Robert , Stefano Zacchiroli

Artificial Intelligence (AI) systems are increasingly dependent on complex, multi-layered software supply chains that introduce challenges for reproducibility, transparency, and security assurance. This study presents an Artificial…

Software Engineering · Computer Science 2026-05-20 Petar Radanliev , Omar Santos , Carsten Maple , Kay Atefi

Researchers and scientists use aggregations of data from a diverse combination of sources, including partners, open data providers and commercial data suppliers. As the complexity of such data ecosystems increases, and in turn leads to the…

Computers and Society · Computer Science 2019-04-10 Iain Barclay , Alun Preece , Ian Taylor , Dinesh Verma
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