Implementing AI Bill of Materials (AI BOM) with SPDX 3.0: A Comprehensive Guide to Creating AI and Dataset Bill of Materials
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
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2025
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| _version_ | 1866914290448990208 |
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| author | Bennet, Karen Rajbahadur, Gopi Krishnan Suriyawongkul, Arthit Stewart, Kate |
| author_facet | Bennet, Karen Rajbahadur, Gopi Krishnan Suriyawongkul, Arthit Stewart, Kate |
| contents | 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 unique challenges beyond the security of their software, and thus require a more expansive approach to a bill of materials. In this report, we introduce the concept of an AI-BOM, expanding on the SBOM to include the documentation of algorithms, data collection methods, frameworks and libraries, licensing information, and standard compliance. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2504_16743 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Implementing AI Bill of Materials (AI BOM) with SPDX 3.0: A Comprehensive Guide to Creating AI and Dataset Bill of Materials Bennet, Karen Rajbahadur, Gopi Krishnan Suriyawongkul, Arthit Stewart, Kate Software Engineering Artificial Intelligence Cryptography and Security D.2.9; K.6.3; K.6.4; I.2.m 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 unique challenges beyond the security of their software, and thus require a more expansive approach to a bill of materials. In this report, we introduce the concept of an AI-BOM, expanding on the SBOM to include the documentation of algorithms, data collection methods, frameworks and libraries, licensing information, and standard compliance. |
| title | Implementing AI Bill of Materials (AI BOM) with SPDX 3.0: A Comprehensive Guide to Creating AI and Dataset Bill of Materials |
| topic | Software Engineering Artificial Intelligence Cryptography and Security D.2.9; K.6.3; K.6.4; I.2.m |
| url | https://arxiv.org/abs/2504.16743 |