SafeFL: MPC-friendly Framework for Private and Robust Federated Learning

Author:

Gehlhar Till1ORCID,Marx Felix1ORCID,Schneider Thomas1ORCID,Suresh Ajith1ORCID,Wehrle Tobias1ORCID,Yalame Hossein1ORCID

Affiliation:

1. Technical University of Darmstadt,Germany

Funder

European Research Council

Deutsche Forschungsgemeinschaft

Publisher

IEEE

Reference88 articles.

1. Is Federated Learning a Practical PET Yet?;boenisch;CoRR,2023

2. Romoa: Robust Model Aggregation for the Resistance of Federated Learning to Model Poisoning Attacks

3. When the Curious Abandon Honesty: Federated Learning Is Not Private;boenisch;CoRR,2021

4. SoK: Secure Aggregation Based on Cryptographic Schemes for Federated Learning

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