FLCert: Provably Secure Federated Learning Against Poisoning Attacks
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DOI: 10.1109/tifs.2022.3212174
Abstract: Due to its distributed nature, federated learning is vulnerable to poisoning attacks, in which malicious clients poison the training process via manipulating their local training data and/or local model updates sent to the cloud server,… read more here.
Keywords: provably secure; flcert provably; federated learning; secure federated ... See more keywords