AI RESEARCH
Statistical Analysis of using the Shapley Value for Sensor Anomaly Localization with Accurate Classifiers
arXiv CS.LG
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ArXi:2606.00867v1 Announce Type: cross Recent publications have suggested using the Shap- ley value for sensor anomaly/attack localization. We study the performance of such an approach by using mathematically de- fined optimum binary classifiers in the Shapley value calculation. To judge localization performance, we study the ability of the Shapley value of a given sensor observation to determine if that observation is anomalous.