124 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Institute of Mathematical SciencesIN7 papers
- Consejo Superior de Investigaciones CientíficasES4 papers
- University of Castilla-La ManchaES4 papers
- Basque Center for Applied MathematicsES3 papers
- IkerbasqueES3 papers
- Universidad Carlos III de MadridES3 papers
- Universidad Complutense de MadridES3 papers
- Max Planck Institute for MathematicsDE2 papers
- Max Planck Institute for Mathematics in the SciencesDE2 papers
- Universidad de BurgosES2 papers
- University of SheffieldGB2 papers
- University of the Basque CountryES2 papers
3 papers · 1 filter
Evasion Attacks Against Bayesian Predictive Models
Pablo G. Arce, Roi Naveiro, David Ríos 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…
Poisoning Bayesian Inference via Data Deletion and Replication
Matthieu Carreau, Roi Naveiro, William N. Caballero
Research in adversarial machine learning (AML) has shown that statistical models are vulnerable to maliciously altered data. However, despite advances in Bayesian machine learning…
Protecting Classifiers From Attacks
Victor Gallego, Roi Naveiro, Alberto Redondo +2
In multiple domains such as malware detection, automated driving systems, or fraud detection, classification algorithms are susceptible to being attacked by malicious agents willin…