Tag: consistent
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On the existence of consistent adversarial attacks in high-dimensional linear classification
On the existence of consistent adversarial attacks in high-dimensional linear classification arXiv:2506.12454v1 Announce Type: new Abstract: What fundamentally distinguishes an adversarial attack from a misclassification due to limited model expressivity or finite data? In this work, we investigate this question in the setting of high-dimensional binary classification, where statistical effects due to limited data availability…