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News/Uncertainty-Guided Label Rebalancing for CPS Safety Monitoring
arxiv
PublishedJune 10, 2026 at 4:00 AM
—neutral

Uncertainty-Guided Label Rebalancing for CPS Safety Monitoring

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Publisher summary· verbatim

arXiv:2603.25670v4 Announce Type: replace Abstract: Safety monitoring is essential for Cyber-Physical Systems (CPSs). However, unsafe events are rare in real-world CPS operations, creating an extreme class imbalance that degrades safety predictors. Standard rebalancing techniques perform poorly on t

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