Unveiling Privacy Risks in Stochastic Neural Networks Training: Effective Image Reconstruction from Gradients

Yiming Chen; Xiangyu Yang; Nikos Deligiannis

Unveiling Privacy Risks in Stochastic Neural Networks Training: Effective Image Reconstruction from Gradients

Yiming Chen
, Xiangyu Yang
, Nikos Deligiannis

Onderzoeksoutput: Chapter › Research › peer review

Originele taal-2	English
Titel	The 18th European Conference on Computer Vision ECCV 2024
Redacteuren	Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
Uitgeverij	Springer
Hoofdstuk	15088
Pagina's	397
Aantal pagina's	413
Uitgave	1
ISBN van elektronische versie	9783031732324
ISBN van geprinte versie	9783031732317
Status	Published - 2024

Publicatie series

Naam	Lecture Notes in Computer Science
Uitgeverij	Springer
Volume	15059
ISSN van geprinte versie	0302-9743
ISSN van elektronische versie	1611-3349

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1 Afgelopen
2 Actief

VLAAI1: Vlaams Artificiële Intelligentie Onderzoeksprogramma (VAIOP) – tweede cyclus
Nowe, A. (Administrative Promotor) & Vanderborght, B. (Co-Promoter)
1/01/24 → 31/12/28
Project: Toegepast
SRP74: SRP-Onderzoekszwaartepunt: Zelf-lerende signaal- en dataverwerkingssystemen
Schelkens, P. (Administrative Promotor), Deligiannis, N. (Co-Promoter), Jansen, B. (Co-Promoter), Munteanu, A. (Co-Promoter), Steenhaut, K. (Co-Promoter), Stiens, J. (Co-Promoter), Vandemeulebroucke, J. (Co-Promoter), Braeken, A. (Co-Promoter), De Cruz, L. (Co-Promoter), Van Schependom, J. (Co-Promoter) & Temmermans, F. (Medewerker)
1/11/22 → 31/10/27
Project: Fundamenteel
FWOAL883: Videoverwerking voor multiview multimodale camerasystemen
Deligiannis, N. (Administrative Promotor) & Philips, W. (Coördinator)
1/01/18 → 31/12/21
Project: Fundamenteel

Citeer dit

Chen, Y., Yang, X., & Deligiannis, N. (2024). Unveiling Privacy Risks in Stochastic Neural Networks Training: Effective Image Reconstruction from Gradients. In A. Leonardis, E. Ricci, S. Roth, O. Russakovsky, T. Sattler, & G. Varol (editors), The 18th European Conference on Computer Vision ECCV 2024 (1 uitgave, blz. 397). Artikel 17 (Lecture Notes in Computer Science; Vol. 15059). Springer.

Chen, Yiming ; Yang, Xiangyu ; Deligiannis, Nikos. / Unveiling Privacy Risks in Stochastic Neural Networks Training: Effective Image Reconstruction from Gradients. The 18th European Conference on Computer Vision ECCV 2024. redacteur / Aleš Leonardis ; Elisa Ricci ; Stefan Roth ; Olga Russakovsky ; Torsten Sattler ; Gül Varol. 1. uitgave Springer, 2024. blz. 397 (Lecture Notes in Computer Science).

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author = "Yiming Chen and Xiangyu Yang and Nikos Deligiannis",

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Unveiling Privacy Risks in Stochastic Neural Networks Training: Effective Image Reconstruction from Gradients. / Chen, Yiming; Yang, Xiangyu; Deligiannis, Nikos.
The 18th European Conference on Computer Vision ECCV 2024. reds. / Aleš Leonardis; Elisa Ricci; Stefan Roth; Olga Russakovsky; Torsten Sattler; Gül Varol. 1. uitgave Springer, 2024. blz. 397 17 (Lecture Notes in Computer Science; Vol. 15059).

Onderzoeksoutput: Chapter › Research › peer review

TY - CHAP

T1 - Unveiling Privacy Risks in Stochastic Neural Networks Training: Effective Image Reconstruction from Gradients

AU - Chen, Yiming

AU - Yang, Xiangyu

AU - Deligiannis, Nikos

PY - 2024

Y1 - 2024

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SN - 9783031732317

T3 - Lecture Notes in Computer Science

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BT - The 18th European Conference on Computer Vision ECCV 2024

A2 - Leonardis, Aleš

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A2 - Russakovsky, Olga

A2 - Sattler, Torsten

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PB - Springer

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Unveiling Privacy Risks in Stochastic Neural Networks Training: Effective Image Reconstruction from Gradients

Publicatie series

Handle.net

Projecten

VLAAI1: Vlaams Artificiële Intelligentie Onderzoeksprogramma (VAIOP) – tweede cyclus

SRP74: SRP-Onderzoekszwaartepunt: Zelf-lerende signaal- en dataverwerkingssystemen

FWOAL883: Videoverwerking voor multiview multimodale camerasystemen

Citeer dit