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Adversarial robustness guarantees for quantum classifiers.

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Title: Adversarial robustness guarantees for quantum classifiers.
Authors: Dowling, Neil1,2, ndowling@uni-koeln.de, West, Maxwell T.3, Southwell, Angus2, Nakhl, Azar C.3, Sevior, Martin3, Usman, Muhammad3,4, muhammad.usman@unimelb.edu.au, Modi, Kavan2,5, kavan@quantumlah.org
Source: NPJ Quantum Information; 1/19/2026, Vol. 12 Issue 1, p1-15, 15p
Database: Applied Science & Technology Source
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DbLabel: Applied Science & Technology Source
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PubType: Academic Journal
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  Data: <searchLink fieldCode="AU" term="%22Dowling%2C+Neil%22">Dowling, Neil</searchLink><relatesTo>1,2</relatesTo>, <i>ndowling@uni-koeln.de</i><br /><searchLink fieldCode="AU" term="%22West%2C+Maxwell+T%2E%22">West, Maxwell T.</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Southwell%2C+Angus%22">Southwell, Angus</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Nakhl%2C+Azar+C%2E%22">Nakhl, Azar C.</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Sevior%2C+Martin%22">Sevior, Martin</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Usman%2C+Muhammad%22">Usman, Muhammad</searchLink><relatesTo>3,4</relatesTo>, <i>muhammad.usman@unimelb.edu.au</i><br /><searchLink fieldCode="AU" term="%22Modi%2C+Kavan%22">Modi, Kavan</searchLink><relatesTo>2,5</relatesTo>, <i>kavan@quantumlah.org</i>
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        Value: 10.1038/s41534-025-01129-3
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        Text: English
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              Text: 1/19/2026
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              Y: 2026
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