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Luis Muñoz-González

Nonideality-aware training makes memristive networks more robust to adversarial attacks

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Sep 29, 2024
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Hyperparameter Learning under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization

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Jun 02, 2023
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FedRAD: Federated Robust Adaptive Distillation

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Dec 02, 2021
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Regularization Can Help Mitigate Poisoning Attacks... with the Right Hyperparameters

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May 23, 2021
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Real-time Detection of Practical Universal Adversarial Perturbations

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May 22, 2021
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Universal Adversarial Perturbations for Malware

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Feb 12, 2021
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Robustness and Transferability of Universal Attacks on Compressed Models

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Dec 10, 2020
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Regularisation Can Mitigate Poisoning Attacks: A Novel Analysis Based on Multiobjective Bilevel Optimisation

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Feb 28, 2020
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Universal Adversarial Perturbations to Understand Robustness of Texture vs. Shape-biased Training

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Nov 23, 2019
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Byzantine-Robust Federated Machine Learning through Adaptive Model Averaging

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Sep 11, 2019
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