Alberto Blanco-Justicia

发表

Achieving Security and Privacy in Federated Learning Systems: Survey, Research Challenges and Future Directions pdf

Josep Domingo-Ferrer, Alberto Blanco-Justicia, Kuan Eeik Tan, 2020, Eng. Appl. Artif. Intell..

Distance Computation between Two Private Preference Functions

Josep Domingo-Ferrer, David Sánchez, Oriol Farràs, 2014, SEC.

00 45 4 v 1 [ cs . C R ] 2 M ar 2 01 5 Flexible and Robust Privacy-Preserving Implicit Authentication

Alberto Blanco-Justicia, J. Domingo-Ferrer, Qianhong Wu, 2018 .

Using machine learning to assist output checking

Alberto Blanco-Justicia, J. Domingo-Ferrer, 2021 .

Detecting Bad Answers in Survey Data Through Unsupervised Machine Learning

Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia, 2020, PSD.

Efficient Detection of Byzantine Attacks in Federated Learning Using Last Layer Biases

Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia, 2020, MDAI.

A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning

Alberto Blanco-Justicia, J. Domingo-Ferrer, David Sánchez, 2022, ArXiv.

A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning

Alberto Blanco-Justicia, J. Domingo-Ferrer, David Sánchez, 2022, ACM Computing Surveys.

Enhanced Security and Privacy via Fragmented Federated Learning

Alberto Blanco-Justicia, J. Domingo-Ferrer, David Sánchez, 2022, IEEE transactions on neural networks and learning systems.

Enhanced Security and Privacy via Fragmented Federated Learning

Alberto Blanco-Justicia, J. Domingo-Ferrer, David Sánchez, 2022, IEEE Transactions on Neural Networks and Learning Systems.

GRAIMATTER Green Paper: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs)

Alberto Blanco-Justicia, J. Domingo-Ferrer, E. Jefferson, 2022, ArXiv.

Machine learning explainability via microaggregation and shallow decision trees

Josep Domingo-Ferrer, Alberto Blanco-Justicia, Sergio Martínez, 2020, Knowl. Based Syst..

The limits of differential privacy (and its misuse in data release and machine learning) pdf

Josep Domingo-Ferrer, Alberto Blanco-Justicia, David S'anchez, 2020, Commun. ACM.

Fair detection of poisoning attacks in federated learning on non-i.i.d. data

Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Rebollo-Monedero, 2020, 2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI).

Machine Learning Explainability Through Comprehensible Decision Trees

Josep Domingo-Ferrer, Alberto Blanco-Justicia, Alberto Blanco-Justicia, 2019, CD-MAKE.

KeyNet: An Asymmetric Key-Style Framework for Watermarking Deep Learning Models

Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez, 2021, Applied Sciences.

Defending against the Label-flipping Attack in Federated Learning

Alberto Blanco-Justicia, J. Domingo-Ferrer, David Sánchez, 2022, ArXiv.

A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning

Alberto Blanco-Justicia, J. Domingo-Ferrer, David Sánchez, 2022, ACM Comput. Surv..

Ethical Value-Centric Cybersecurity: A Methodology Based on a Value Graph

Josep Domingo-Ferrer, Alberto Blanco-Justicia, Alberto Blanco-Justicia, 2019, Science and Engineering Ethics.

Co-Utile Peer-to-Peer Decentralized Computing

Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez, 2020, 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID).

Generation of Synthetic Trajectory Microdata from Language Models

Jesús A. Manjón, Alberto Blanco-Justicia, J. Domingo-Ferrer, 2022, PSD.

Dynamic group size accreditation and group discounts preserving anonymity

Josep Domingo-Ferrer, Alberto Blanco-Justicia, Carla Ràfols, 2018, International Journal of Information Security.

Fair detection of poisoning attacks in federated learning on non-i.i.d. data

Alberto Blanco-Justicia, J. Domingo-Ferrer, A. Singh, 2023, Data Mining and Knowledge Discovery.

Ethical Value-Centric Cybersecurity: A Methodology Based on a Value Graph

Alberto Blanco-Justicia, J. Domingo-Ferrer, 2019, Science and Engineering Ethics.

Collaborative Explanation of Deep Models with Limited Interaction for Trade Secret and Privacy Preservation

Josep Domingo-Ferrer, Alberto Blanco-Justicia, Cristina Pérez-Solà, 2019, WWW.

Privacy-Preserving Technologies

Josep Domingo-Ferrer, Alberto Blanco-Justicia, Alberto Blanco-Justicia, 2020, The International Library of Ethics, Law and Technology.

An Examination of the Alleged Privacy Threats of Confidence-Ranked Reconstruction of Census Microdata

Alberto Blanco-Justicia, J. Domingo-Ferrer, K. Muralidhar, 2023, 2311.03171.

Secure and Privacy-Preserving Federated Learning via Co-Utility pdf

Josep Domingo-Ferrer, Alberto Blanco-Justicia, David S'anchez, 2021, IEEE Internet of Things Journal.

LFighter: Defending against the label-flipping attack in federated learning.

Alberto Blanco-Justicia, J. Domingo-Ferrer, David Sánchez, 2023, Neural networks : the official journal of the International Neural Network Society.

Privacy-aware loyalty programs

Josep Domingo-Ferrer, Alberto Blanco-Justicia, Alberto Blanco-Justicia, 2016, Comput. Commun..