no code implementations • 10 Jun 2023 • Francois Gauthier, Vinay Chakravarthi Gogineni, Stefan Werner, Yih-Fang Huang, Anthony Kuh
Further, our analysis shows that the algorithm ensures local differential privacy for all clients in terms of zero-concentrated differential privacy.
no code implementations • 27 Mar 2023 • Francois Gauthier, Vinay Chakravarthi Gogineni, Stefan Werner, Yih-Fang Huang, Anthony Kuh
The simulations reveal that in asynchronous settings, the proposed PAO-Fed is able to achieve the same convergence properties as that of the online federated stochastic gradient while reducing the communication overhead by 98 percent.
no code implementations • 27 Nov 2021 • Francois Gauthier, Vinay Chakravarthi Gogineni, Stefan Werner, Yih-Fang Huang, Anthony Kuh
In this manner, we reduce the communication load of the participants and, therefore, render participation in the learning task more accessible.
2 code implementations • 11 Sep 2018 • Lexi Brent, Anton Jurisevic, Michael Kong, Eric Liu, Francois Gauthier, Vincent Gramoli, Ralph Holz, Bernhard Scholz
In this paper, we present Vandal: a security analysis framework for Ethereum smart contracts.
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