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Secure Federated Learning in Adversarial Environments
Attack of the Tails: Yes, you Really can Backdoor Federated Learning
Bo Li: "Secure Learning in Adversarial Environments"
April 16 Visitor Talk: Practical Backdoor Attacks and Defenses in Machine Learning Systems
STCAI 2021: Guest Presentation | Secure Learning in Adversarial Environments by Dr. Bo Li
Eugene Bagdasaryan: How to backdoor Federated learning
2021-06-09 CERIAS - Secure Federated Learning
NDSS 2021 FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping
[shp4783] Detecting Poisoning Attacks on Federated Learning Using Gradient-Weighted Class Activation
Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Federated Learning
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning
Information Stealing in Federated Learning with GANs