Articles with "generative poisoning" as a keyword



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PoisonGAN: Generative Poisoning Attacks Against Federated Learning in Edge Computing Systems

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Published in 2021 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2020.3023126

Abstract: Edge computing is a key-enabling technology that meets continuously increasing requirements for the intelligent Internet-of-Things (IoT) applications. To cope with the increasing privacy leakages of machine learning while benefiting from unbalanced data distributions, federated learning… read more here.

Keywords: poisoning attack; federated learning; generative poisoning; attack ... See more keywords