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stat.ML2026
A unifying Bayesian framework for adversarial robustness
Pablo G. Arce, Roi Naveiro, David RÃos Insua
The vulnerability of machine learning models to adversarial attacks remains a critical societal security challenge. Traditional defenses, such as adversarial training, typically ro…
stat.ML2025
Evasion Attacks Against Bayesian Predictive Models
Pablo G. Arce, Roi Naveiro, David RÃos Insua
There is an increasing interest in analyzing the behavior of machine learning systems against adversarial attacks. However, most of the research in adversarial machine learning has…