@article{aibillofmaterialsandbeyondsystematizings, title = {AI Bill of Materials and Beyond: Systematizing Security Assurance through the AI Risk Scanning (AIRS) Framework}, author = {Samuel Nathanson and Alexander Lee and Catherine Chen Kieffer and Jared Junkin and Jessica Ye and Amir Saeed and Melanie Lockhart and Russ Fink and Elisha Peterson and Lanier Watkins}, year = {2025}, eprint = {2511.12668}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.12668}, }