AI RESEARCH
Dataset Safety in Autonomous Driving: Requirements, Risks, and Assurance
arXiv CS.AI
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ArXi:2511.08439v2 Announce Type: replace Dataset integrity is fundamental to the safety and reliability of AI systems, especially in autonomous driving. This paper presents a structured framework for developing safe datasets aligned with ISO/PAS 8800 guidelines. Using AI-based perception systems as the primary use case, it