38 citations · 48 across the 4 of their papers we have counts for
4 papers
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…
Assessing Supply Chain Cyber Risks
Alberto Redondo, Alberto Torres-Barrán, David Ríos Insua +1
Risk assessment is a major challenge for supply chain managers, as it potentially affects business factors such as service costs, supplier competition and customer expectations. Th…
Protecting from Malware Obfuscation Attacks through Adversarial Risk Analysis
Alberto Redondo, David Rios Insua
Malware constitutes a major global risk affecting millions of users each year. Standard algorithms in detection systems perform insufficiently when dealing with malware passed thro…
Adversarial classification: An adversarial risk analysis approach
Roi Naveiro, Alberto Redondo, David Ríos Insua +1
Classification problems in security settings are usually contemplated as confrontations in which one or more adversaries try to fool a classifier to obtain a benefit. Most approach…