Free-riders in Federated Learning: Attacks and Defenses

28 Nov 2019Jierui LinMin DuJian Liu

Federated learning is a recently proposed paradigm that enables multiple clients to collaboratively train a joint model. It allows clients to train models locally, and leverages the parameter server to generate a global model by aggregating the locally submitted gradient updates at each round... (read more)

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