FLAIRS: FPGA-Accelerated Inference-Resistant & Secure Federated Learning
Author:
Affiliation:
1. Delft University of Technology,The Netherlands
2. Technische Universität Darmstadt,Germany
3. Radboud University,The Netherlands
Funder
Deutsche Forschungsgemeinschaft (DFG, German Research Foundation)
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10296174/10296123/10296389.pdf?arnumber=10296389
Reference42 articles.
1. Local Model Poisoning Attacks to Byzantine-Robust Federated Learning;fang;Usenix Security,2020
2. Mitigating Electrical-level Attacks towards Secure Multi-Tenant FPGAs in the Cloud
3. Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses for Federated Learning
4. BaFFLe: Backdoor Detection via Feedback-based Federated Learning
5. SAFELearn: Secure Aggregation for private FEderated Learning
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