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Flamingo: Multi-Round Single-Server Secure Aggregation with Applications to Private Federated Learning

Flamingo: Multi-Round Single-Server Secure Aggregation with Applications to Private Federated Learning

Yiping Ma
Jess Woods
Sebastian Angel
Antigoni Polychroniadou
T. Rabin
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Papers citing "Flamingo: Multi-Round Single-Server Secure Aggregation with Applications to Private Federated Learning"

11 / 11 papers shown
Title
Standing Firm in 5G: A Single-Round, Dropout-Resilient Secure Aggregation for Federated Learning
Standing Firm in 5G: A Single-Round, Dropout-Resilient Secure Aggregation for Federated Learning
Yiwei Zhang
R. Behnia
Imtiaz Karim
A. Yavuz
Elisa Bertino
31
0
0
11 May 2025
Efficient Full-Stack Private Federated Deep Learning with Post-Quantum Security
Efficient Full-Stack Private Federated Deep Learning with Post-Quantum Security
Yiwei Zhang
R. Behnia
A. Yavuz
Reza Ebrahimi
E. Bertino
FedML
48
0
0
09 May 2025
TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning
TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning
Runhua Xu
Bo Li
Chao Li
J. Joshi
Shuai Ma
Jianxin Li
FedML
43
10
0
10 Jan 2025
TETRIS: Composing FHE Techniques for Private Functional Exploration Over Large Datasets
TETRIS: Composing FHE Techniques for Private Functional Exploration Over Large Datasets
Malika Izabachène
Jean-Philippe Bossuat
76
0
0
17 Dec 2024
Uncovering Attacks and Defenses in Secure Aggregation for Federated Deep Learning
Uncovering Attacks and Defenses in Secure Aggregation for Federated Deep Learning
Yiwei Zhang
R. Behnia
A. Yavuz
Reza Ebrahimi
E. Bertino
FedML
28
2
0
13 Oct 2024
Atlas-X Equity Financing: Unlocking New Methods to Securely Obfuscate Axe Inventory Data Based on Differential Privacy
Atlas-X Equity Financing: Unlocking New Methods to Securely Obfuscate Axe Inventory Data Based on Differential Privacy
Antigoni Polychroniadou
Gabriele Cipriani
Richard Hua
T. Balch
33
0
0
10 Apr 2024
LISA: LIghtweight single-server Secure Aggregation with a public source of randomness
LISA: LIghtweight single-server Secure Aggregation with a public source of randomness
Elina van Kempen
Qifei Li
G. Marson
Claudio Soriente
27
5
0
04 Aug 2023
Amplification by Shuffling without Shuffling
Amplification by Shuffling without Shuffling
Borja Balle
James Bell
Adria Gascon
FedML
43
2
0
18 May 2023
Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy
Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy
Zhifeng Jiang
Wei Wang
Ruichuan Chen
43
7
0
26 Sep 2022
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning
Jinhyun So
Chaoyang He
Chien-Sheng Yang
Songze Li
Qian-long Yu
Ramy E. Ali
Başak Güler
Salman Avestimehr
FedML
67
167
0
29 Sep 2021
Lightweight Techniques for Private Heavy Hitters
Lightweight Techniques for Private Heavy Hitters
Dan Boneh
Elette Boyle
Henry Corrigan-Gibbs
N. Gilboa
Yuval Ishai
33
106
0
29 Dec 2020