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Related papers: Building an Open AIBOM Standard in the Wild

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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

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

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

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

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

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

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

Assurance for artificial intelligence (AI) systems remains fragmented across software supply-chain security, adversarial machine learning, and governance documentation. Existing transparency mechanisms - including Model Cards, Datasheets,…

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

Modern digital ecosystems, spanning software, hardware, learning models, datasets, and cryptographic products, continue to grow in complexity, making it difficult for organizations to understand and manage component dependencies. Bills of…

Cryptography and Security · Computer Science 2026-01-21 Shuai Zhang , Minzhao Lyu , Hassan Habibi Gharakheili

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

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

A Software Bill of Materials (SBOM) is becoming an essential tool for effective software dependency management. An SBOM is a list of components used in software, including details such as component names, versions, and licenses. Using…

Software Engineering · Computer Science 2025-04-10 Rio Kishimoto , Tetsuya Kanda , Yuki Manabe , Katsuro Inoue , Shi Qiu , Yoshiki Higo

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…

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

Software bills of materials (SBOM) promise to become the backbone of software supply chain hardening. We deep-dive into 6 tools and the accuracy of the SBOMs they produce for complex open-source Java projects. Our novel insights reveal some…

A Software Bill of Materials (SBOM) provides transparency by documenting software component metadata and dependencies. However, SBOM adoption depends on tool ecosystems. With two dominant formats: SPDX and CycloneDX - the ecosystems vary…

Software Engineering · Computer Science 2025-12-29 Abdul Ali Bangash , Tongxu Ge , Zhimin Zhao , Arshdeep Singh , Zitao Wang , Bram Adams

Software supply-chain security requires provenance mechanisms that support reproducibility and vulnerability assessment under dynamic execution conditions. Conventional Software Bills of Materials (SBOMs) provide static dependency…

Cryptography and Security · Computer Science 2026-03-12 Petar Radanliev , Carsten Maple , Omar Santos , Kayvan Atefi

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
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