Emil Lupu

1. Towards Poisoning of Deep Learning Algorithms with Back-gradient\n Optimization
   2017/08/29 by Luis Muñoz-González, Muñoz-González, Luis, Battista Biggio +11 · 14 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection
   2018/02/08 by Andrea Paudice, Luis Muñoz-González, Paudice, Andrea +5 · 15 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection
3. Byzantine-Robust Federated Machine Learning through Adaptive Model Averaging
   2019/09/11 by Luis Muñoz-González, Muñoz-González, Luis, Kenneth T. Co +3 · 7 citations
   Computer Science · #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
4. Real-time Detection of Practical Universal Adversarial Perturbations
   2021/05/16 by Kenneth T. Co, Co, Kenneth T., Luis Muñoz-González +5 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG)
5. Hyperparameter Learning under Data Poisoning: Analysis of the Influence of Regularization via Multiobjective Bilevel Optimization
   2023/06/02 by Javier Carnerero-Cano, Carnerero-Cano, Javier, Luis Muñoz-González +5 · 1 citation
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
6. ICCPS: Impact discovery using causal inference for cyber attacks in CPSs
   2023/07/26 by Rajib Ranjan Maiti, Maiti, Rajib Ranjan, Sridhar Adepu +3 · 1 citation
   Computer Science · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Network Security and Intrusion Detection #Smart Grid Security and Resilience #Systems and Control (eess.SY) #electronic engineering #information engineering