mlsanityData to 14 Oct 2026

Implementing AI Bill of Materials (AI BOM) with SPDX 3.0: A Comprehensive Guide to Creating AI and Dataset Bill of Materials

arXiv 2504.16743 ↗First posted 23 Apr 2025cs.SE cs.AI cs.CRcited by 7

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Abstract (arXiv)

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.

Key facts. Cited by 7 papers in the map (data through 14 Oct 2026). First posted on arXiv 23 Apr 2025.

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 3; 2026: 4.

7 papers.

  1. 2026AIBoMGen: Generating an AI Bill of Materials for Secure, Transparent, and Compliant Model Trainingcited by 6
  2. 2025Machine Learning Models Have a Supply Chain Problemcited by 4
  3. 2026AgentRiskBOM: A Risk-Scoping Security Bill of Materials for Agentic AI Systemscited by 4
  4. 2026AgentFlow: Building Agent Dependency Graphs for Static Analysis of Agent Programscited by 2
  5. 2025ML-Asset Management: Curation, Discovery, and Utilizationcited by 1
  6. 2025AI Bill of Materials and Beyond: Systematizing Security Assurance through the AI Risk Scanning (AIRS) Frameworkcited by 1
  7. 2026AIGen: Automating AI Bill of Materials Generation Through Hybrid MLOps Integrationcited by 0