Two-window drift detectors can be silently evaded by constructing streams whose window averages stay equal while the underlying distribution changes.
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Adversarial Attacks for Drift Detection
Two-window drift detectors can be silently evaded by constructing streams whose window averages stay equal while the underlying distribution changes.