Search Results for author: Mathis Peyron

Found 2 papers, 0 papers with code

Latent Space Data Assimilation by using Deep Learning

no code implementations1 Apr 2021 Mathis Peyron, Anthony Fillion, Selime Gürol, Victor Marchais, Serge Gratton, Pierre Boudier, Gael Goret

Performing Data Assimilation (DA) at a low cost is of prime concern in Earth system modeling, particularly at the time of big data where huge quantities of observations are available.

Detection of Iterative Adversarial Attacks via Counter Attack

no code implementations23 Sep 2020 Matthias Rottmann, Kira Maag, Mathis Peyron, Natasa Krejic, Hanno Gottschalk

In this work we outline a mathematical proof that the CW attack can be used as a detector itself.

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