Robustness Evaluation

Local Robustness Evaluation

Analysis of a model's resistance within a specific neighborhood around a given sample, determining whether the prediction remains constant for all perturbations in this region. This evaluation is crucial for understanding model behavior at the individual level rather than aggregated.

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