TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance.

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Title: TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance.
Authors: Gill, Waris1, waris@vt.edu, Anwar, Ali2, aanwar@umn.edu, Gulzar, Muhammad Ali1, gulzar@cs.vt.edu
Source: ICSE: International Conference on Software Engineering; 2025, p2412-2424, 13p
Database: Applied Science & Technology Source
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DbLabel: Applied Science & Technology Source
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PubType: Conference
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  Data: TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance.
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  Data: <searchLink fieldCode="AU" term="%22Gill%2C+Waris%22">Gill, Waris</searchLink><relatesTo>1</relatesTo>, <i>waris@vt.edu</i><br /><searchLink fieldCode="AU" term="%22Anwar%2C+Ali%22">Anwar, Ali</searchLink><relatesTo>2</relatesTo>, <i>aanwar@umn.edu</i><br /><searchLink fieldCode="AU" term="%22Gulzar%2C+Muhammad+Ali%22">Gulzar, Muhammad Ali</searchLink><relatesTo>1</relatesTo>, <i>gulzar@cs.vt.edu</i>
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      – Code: eng
        Text: English
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      Pagination:
        PageCount: 13
        StartPage: 2412
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      – TitleFull: TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance.
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            NameFull: Gill, Waris
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            NameFull: Anwar, Ali
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            NameFull: Gulzar, Muhammad Ali
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            – D: 01
              M: 01
              Text: 2025
              Type: published
              Y: 2025
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            – TitleFull: ICSE: International Conference on Software Engineering
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