Inference Attacks Against Collaborative Learning

arXiv: Cryptography and Security, Volume abs/1805.04049, 2018.

Cited by: 4|Bibtex|Views28
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Other Links: dblp.uni-trier.de|academic.microsoft.com

Abstract:

Collaborative machine learning and related techniques such as distributed and federated learning allow multiple participants, each with his own training dataset, to build a joint model. Participants train local models and periodically exchange model parameters or gradient updates computed during the training. demonstrate that the trainin...More

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