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Luis Muñoz-González

Telefonica Research

23 papers hereh-index 182.4k citations43 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author16

Across the 21 of 23 papers where every author was matched, so the position is known.

fields
  • cs.CR9
  • cs.LG9
  • stat.ML3
  • cs.CV1
  • hep-th1
affiliations
  • Telefonica Research
Homepage

identity via Semantic Scholar / OpenAlex

activity
20152023
most citedByzantine-Robust Federated Machine Learning through Adaptive Model Averaging

160 citations · 610 across the 19 of their papers we have counts for

collaborators
Showing 2018 · cs.CRShow all

3 papers · 2 filters

cs.CR2018★ 55 cited

Procedural Noise Adversarial Examples for Black-Box Attacks on Deep Convolutional Networks

Kenneth T. Co, Luis Muñoz-González, Sixte de Maupeou +1

Deep Convolutional Networks (DCNs) have been shown to be vulnerable to adversarial examples---perturbed inputs specifically designed to produce intentional errors in the learning a…

cs.CR2018★ 1 cited

Mitigation of Adversarial Attacks through Embedded Feature Selection

Ziyi Bao, Luis Muñoz-González, Emil C. Lupu

Machine learning has become one of the main components for task automation in many application domains. Despite the advancements and impressive achievements of machine learning, it…

cs.CR2018★ 9 cited

Approaches to Enhancing Cyber Resilience: Report of the North Atlantic Treaty Organization (NATO) Workshop IST-153

Alexander Kott, Benjamin Blakely, Diane Henshel +21

This report summarizes the discussions and findings of the 2017 North Atlantic Treaty Organization (NATO) Workshop, IST-153, on Cyber Resilience, held in Munich, Germany, on 23-25…

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