ScionFL: Efficient and Robust Secure Quantized Aggregation

Yaniv Ben-Itzhak; Helen Möllering; Benny Pinkas; Thomas Schneider; Ajith Suresh; Oleksandr Tkachenko; Shay Vargaftik; Christian Weinert; Hossein Yalame; Avishay Yanai

doi:10.1109/SaTML59370.2024.00031

ScionFL: Efficient and Robust Secure Quantized Aggregation

Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai

Department of Information Security

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Original language	English
Title of host publication	2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)
Publisher	IEEE
Pages	490-511
ISBN (Print)	979-8-3503-4950-4
DOIs	https://doi.org/10.1109/SaTML59370.2024.00031
Publication status	Published - 2024

Access to Document

10.1109/SaTML59370.2024.00031

Accepted manuscriptAccepted author manuscript, 915 KBLicence: CC BY

Cite this

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title = "ScionFL: Efficient and Robust Secure Quantized Aggregation",

author = "Yaniv Ben-Itzhak and Helen M{\"o}llering and Benny Pinkas and Thomas Schneider and Ajith Suresh and Oleksandr Tkachenko and Shay Vargaftik and Christian Weinert and Hossein Yalame and Avishay Yanai",

year = "2024",

doi = "10.1109/SaTML59370.2024.00031",

language = "English",

isbn = "979-8-3503-4950-4",

pages = "490--511",

booktitle = "2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)",

publisher = "IEEE",

}

TY - GEN

T1 - ScionFL

T2 - Efficient and Robust Secure Quantized Aggregation

AU - Ben-Itzhak, Yaniv

AU - Möllering, Helen

AU - Pinkas, Benny

AU - Schneider, Thomas

AU - Suresh, Ajith

AU - Tkachenko, Oleksandr

AU - Vargaftik, Shay

AU - Weinert, Christian

AU - Yalame, Hossein

AU - Yanai, Avishay

PY - 2024

Y1 - 2024

U2 - 10.1109/SaTML59370.2024.00031

DO - 10.1109/SaTML59370.2024.00031

M3 - Conference contribution

SN - 979-8-3503-4950-4

SP - 490

EP - 511

BT - 2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)

PB - IEEE

ER -