AI Bill of Materials (AIBOM) in Practice: Toward Verifiable AI Provenance and Lifecycle Assurance
Operationalising Artificial Intelligence Bills of Materials (AIBOMs) for Verifiable AI Provenance and Lifecycle Assurance
AI summary
The research proposes an AI bill of materials (AIBOM) schema extending the CycloneDX standard, for recording AI-specific provenance, model lineage, and disclosure metadata. The framework combines a structured schema, cryptographic verification, and agent automation to build verifiable software provenance and autonomous AI pipelines; in a containerized analysis workflow it achieves 98.7% reproducibility fidelity, 96.2% vulnerability matching precision, and a 63% reduction in manual oversight.