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Adversarial flows: A gradient flow characterization of adversarial attacks.

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Title: Adversarial flows: A gradient flow characterization of adversarial attacks.
Authors: Weigand, Lukas1, Roith, Tim1,2, tim.roith@desy.de, Burger, Martin1,2
Source: European Journal of Applied Mathematics; Feb2026, Vol. 37 Issue 1, p123-179, 57p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 190671933
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Adversarial flows: A gradient flow characterization of adversarial attacks.
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  Data: <searchLink fieldCode="AU" term="%22Weigand%2C+Lukas%22">Weigand, Lukas</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Roith%2C+Tim%22">Roith, Tim</searchLink><relatesTo>1,2</relatesTo>, <i>tim.roith@desy.de</i><br /><searchLink fieldCode="AU" term="%22Burger%2C+Martin%22">Burger, Martin</searchLink><relatesTo>1,2</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22European+Journal+of+Applied+Mathematics%22">European Journal of Applied Mathematics</searchLink>; Feb2026, Vol. 37 Issue 1, p123-179, 57p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=190671933
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        Value: 10.1017/S0956792525100120
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      – Code: eng
        Text: English
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        PageCount: 57
        StartPage: 123
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      – TitleFull: Adversarial flows: A gradient flow characterization of adversarial attacks.
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            NameFull: Weigand, Lukas
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            NameFull: Roith, Tim
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              Text: Feb2026
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              Y: 2026
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