AI-SBOM Transparency targets technical professionals engaged in compliance matters as well as compliance experts delving into technical aspects. Our goal is to support providers and deployers in managing, maintaining, and making knowledgeable choices about AI systems within the AI Act's regulations (Articles 13 and 52).

2024年3月1日 · An AIBOM is a comprehensive bill of materials detailing the ingredients comprising an AI system's data pipelines, models, training procedures, and operational performance to enable governance and responsible AI adoption.

AI-BOM, or AI Bill of Materials, is crucial for software supply chain security as it provides a comprehensive inventory of components within an AI system and properties of its security operations, MLSECOPS. AI-BOMs enable proactive measures to enhance security, mitigate threats, and maintain the integrity of AI systems.

2024年8月8日 · Similar to SBOMs, AI bills of materials (AIBOMs) enable organizations to track and understand the makeup of AI models and systems, mitigating the numerous cyberthreats that can arise from both proprietary and open source AI components. Organizations can establish a well-defined AIBOM by mastering the main elements of AIBOM documentation, along ...

2025年1月31日 · An AI bill of materials (AI-BOM) is a complete inventory of all the assets in your organization’s AI ecosystem. It documents datasets, models, software, hardware, and dependencies across the entire lifecycle of AI systems—from initial …

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 ...

We analyzed the leading SBOM formats and various model card formats, and conducted extensive research with AI/ML experts and developers. Below is our initial proposed AIBOM model.

2024年11月13日 · The AI Software Bill of Materials (AI BOM), especially the new SPDX 3.0 with AI and dataset profiles, offers a promising solution for compliance, providing detailed, machine-readable documentation of AI systems. Despite its benefits, AI BOM adoption has been slow, hindered by gaps in devoloper knowledge and the complex nature of AI systems.

2024年7月10日 · ai bom（ai物料清单）是确保ai系统透明性、可重复性和质量控制的关键工具，同时有助于资源优化、合规性管理以及团队协作和知识共享。 它通过详细记录 AI 系统的每个组件，帮助组织全面管理 开发 中的多个复杂层次，包括数据、模型、基础设施、部署和监控等。

The evaluation of our solution indicates the feasibility and flexibility of the proposed SBOM sharing mechanism, positing a solution for safeguarding (AI) software supply chains, which is essential for the resilience and reliability of modern critical infrastructure systems.