2 papers
cs.LG2025
Multiscale Neural PDE Surrogates for Prediction and Downscaling: Application to Ocean Currents
Abdessamad El-Kabid, Loubna Benabbou, Redouane Lguensat +1
Accurate modeling of physical systems governed by partial differential equations is a central challenge in scientific computing. In oceanography, high-resolution current data are c…
cs.CR2025
Approaching the Harm of Gradient Attacks While Only Flipping Labels
Abdessamad El-Kabid, El-Mahdi El-Mhamdi
Machine learning systems deployed in distributed or federated environments are highly susceptible to adversarial manipulations, particularly availability attacks -adding impercepti…