Domingo-Ferrer, Josep
- The Limits of Differential Privacy (and its Misuse in Data Release and Machine Learning)
2020/11/04 by Domingo-Ferrer, Josep, Sánchez, David, Blanco-Justicia, Alberto · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Multi-Dimensional Randomized Response
2020/10/21 by Domingo-Ferrer, Josep, Soria-Comas, Jordi · 2 citations
#Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Achieving Security and Privacy in Federated Learning Systems: Survey,\n Research Challenges and Future Directions
2020/12/12 by Alberto Blanco-Justicia, Blanco-Justicia, Alberto, Domingo-Ferrer, Josep +8 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data
- Defending Against Backdoor Attacks by Layer-wise Feature Analysis
2023/02/24 by Jebreel, Najeeb Moharram, Domingo-Ferrer, Josep, Li, Yiming · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Connecting Randomized Response, Post-Randomization, Differential Privacy and t-Closeness via Deniability and Permutation
2018/03/06 by Jordi Soria-Comas, Domingo-Ferrer, Josep, Soria-Comas, Jordi · 1 citation
Computer Science · Social Sciences · #68P99 #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #H.2.7 #Internet Traffic Analysis and Secure E-voting #K.4.1 #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
- Secure and Privacy-Preserving Federated Learning via Co-Utility
2021/08/04 by Domingo-Ferrer, Josep, Blanco-Justicia, Alberto, Manjón, Jesús +1 · 1 citation
#68P27 #68Txx #91 #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #I.2.11 #K.6.5 #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- A Consensus Privacy Metrics Framework for Synthetic Data
2025/03/06 by Pilgram, Lisa, Dankar, Fida K., Drechsler, Jorg +12 · 3 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- FL-Defender: Combating Targeted Attacks in Federated Learning
2022/07/02 by Najeeb Jebreel, Jebreel, Najeeb, Josep Domingo‐Ferrer +1 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data