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

19 August 2023

Sebastian Angel

Antigoni Polychroniadou

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 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 Yiwei Zhang R. Behnia A. Yavuz Reza Ebrahimi E. Bertino FedML 45 0 0 09 May 2025
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 Malika Izabachène Jean-Philippe Bossuat 74 0 0 17 Dec 2024
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 Antigoni Polychroniadou Gabriele Cipriani Richard Hua T. Balch 31 0 0 10 Apr 2024
LISA: LIghtweight single-server Secure Aggregation with a public source of randomness Elina van Kempen Qifei Li G. Marson Claudio Soriente 25 5 0 04 Aug 2023
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 Zhifeng Jiang Wei Wang Ruichuan Chen 43 7 0 26 Sep 2022
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 Dan Boneh Elette Boyle Henry Corrigan-Gibbs N. Gilboa Yuval Ishai 33 106 0 29 Dec 2020