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On the use of approximate computing for improving the robustness of DNNs against adversarial attacks.

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Title: On the use of approximate computing for improving the robustness of DNNs against adversarial attacks.
Authors: Divsalar, Sahand1, s.divsalar96@ut.ac.ir, Arezoomand, Fatemeh1, f.arezoomand@ut.ac.ir, Vahdat, Shaghayegh1, vahdat_s@ut.ac.ir, Afzali-Kusha, Ali1, afzali@ut.ac.ir, Pedram, Massoud2, pedram@usc.edu
Source: Journal of Supercomputing; Feb2026, Vol. 82 Issue 3, p1-27, 27p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 191510606
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
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  Data: On the use of approximate computing for improving the robustness of DNNs against adversarial attacks.
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  Data: <searchLink fieldCode="AU" term="%22Divsalar%2C+Sahand%22">Divsalar, Sahand</searchLink><relatesTo>1</relatesTo>, <i>s.divsalar96@ut.ac.ir</i><br /><searchLink fieldCode="AU" term="%22Arezoomand%2C+Fatemeh%22">Arezoomand, Fatemeh</searchLink><relatesTo>1</relatesTo>, <i>f.arezoomand@ut.ac.ir</i><br /><searchLink fieldCode="AU" term="%22Vahdat%2C+Shaghayegh%22">Vahdat, Shaghayegh</searchLink><relatesTo>1</relatesTo>, <i>vahdat_s@ut.ac.ir</i><br /><searchLink fieldCode="AU" term="%22Afzali-Kusha%2C+Ali%22">Afzali-Kusha, Ali</searchLink><relatesTo>1</relatesTo>, <i>afzali@ut.ac.ir</i><br /><searchLink fieldCode="AU" term="%22Pedram%2C+Massoud%22">Pedram, Massoud</searchLink><relatesTo>2</relatesTo>, <i>pedram@usc.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Supercomputing%22">Journal of Supercomputing</searchLink>; Feb2026, Vol. 82 Issue 3, p1-27, 27p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=191510606
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      – Type: doi
        Value: 10.1007/s11227-026-08268-0
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      – Code: eng
        Text: English
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        PageCount: 27
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      – TitleFull: On the use of approximate computing for improving the robustness of DNNs against adversarial attacks.
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            NameFull: Divsalar, Sahand
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            NameFull: Arezoomand, Fatemeh
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            NameFull: Vahdat, Shaghayegh
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            NameFull: Afzali-Kusha, Ali
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            NameFull: Pedram, Massoud
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            – D: 01
              M: 02
              Text: Feb2026
              Type: published
              Y: 2026
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              Value: 09208542
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              Value: 82
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