Luis Muñoz-González

Towards poisoning of deep learning algorithms with back-gradient optimization

Luis Muñoz-González, Battista Biggio, Ambra Demontis et al. · UNICA IRIS Institutional Research Information System (University of Cagliari) · 2017 · 532 citations

Artificial Intelligence, Engineering, Machine Learning +16

Byzantine-Robust Federated Machine Learning through Adaptive Model Averaging

Luis Muñoz-González, Kenneth T. Co, Emil Lupu · arXiv (Cornell University) · 2019 · 161 citations · Full text

Artificial Intelligence, Robust Aggregation Rule, Engineering +18

Automated Dynamic Analysis of Ransomware: Benefits, Limitations and use\n for Detection

Daniele Sgandurra, Luis Muñoz-González, Rabih Mohsen et al. · arXiv (Cornell University) · 2016 · 159 citations · Full text

Automated Dynamic Analysis of Ransomware: Benefits, Limitations and use for Detection

Daniele Sgandurra, Luis Muñoz-González, Rabih Mohsen et al. · arXiv (Cornell University) · 2016 · 143 citations · Full text

Engineering, Machine Learning, Evasion Technique +18

Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection

Andrea Paudice, Luis Muñoz-González, András György et al. · arXiv (Cornell University) · 2018 · 112 citations · Full text

Training Data, Evasion Technique, Anomaly Detection +15