Alberto Blanco-Justicia

Data Min. Knowl. Discov., September, 2023

Secure, accurate and privacy-aware fully decentralized learning via co-utility.

[BibT_eX]

[DOI]

Jesús A. Manjón

Comput. Commun., July, 2023

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

[BibT_eX]

[DOI]

Krishnamurty Muralidhar

ACM Comput. Surv., 2023

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

[BibT_eX]

[DOI]

Najeeb Jebreel

Krishnamurty Muralidhar

CoRR, 2023

2022

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

[BibT_eX]

[DOI]

Jesús A. Manjón

IEEE Internet Things J., 2022

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

[BibT_eX]

[DOI]

Esma Mansouri-Benssassi

CoRR, 2022

Enhanced Security and Privacy via Fragmented Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Defending against the Label-flipping Attack in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Generation of Synthetic Trajectory Microdata from Language Models.

[BibT_eX]

[DOI]

Jesús A. Manjón

Proceedings of the Privacy in Statistical Databases - International Conference, 2022

2021

Achieving security and privacy in federated learning systems: Survey, research challenges and future directions.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2021

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

[BibT_eX]

[DOI]

Commun. ACM, 2021

Towards Machine Learning-Assisted Output Checking for Statistical Disclosure Control.

[BibT_eX]

[DOI]

Proceedings of the Modeling Decisions for Artificial Intelligence, 2021

2020

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

[BibT_eX]

[DOI]

Sci. Eng. Ethics, 2020

Machine learning explainability via microaggregation and shallow decision trees.

[BibT_eX]

[DOI]

Sergio Martínez

Knowl. Based Syst., 2020

Detecting Bad Answers in Survey Data Through Unsupervised Machine Learning.

[BibT_eX]

[DOI]

Rami Haffar

Ashneet Khandpur Singh

Proceedings of the Privacy in Statistical Databases, 2020

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

[BibT_eX]

[DOI]

Najeeb Jebreel

Proceedings of the Modeling Decisions for Artificial Intelligence, 2020

Privacy-Preserving Computation of the Earth Mover's Distance.

[BibT_eX]

[DOI]

Proceedings of the Information Security - 23rd International Conference, 2020

Fair Detection of Poisoning Attacks in Federated Learning.

[BibT_eX]

[DOI]

Ashneet Khandpur Singh

David Rebollo-Monedero

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Co-Utile Peer-to-Peer Decentralized Computing.

[BibT_eX]

[DOI]

Najeeb Jebreel

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019

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

[BibT_eX]

[DOI]

Cristina Pérez-Solà

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Machine Learning Explainability Through Comprehensible Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Extraction, 2019

2018

Dynamic group size accreditation and group discounts preserving anonymity.

[BibT_eX]

[DOI]

Carla Ràfols

Int. J. Inf. Sec., 2018

Efficient privacy-preserving implicit authentication.

[BibT_eX]

[DOI]

Comput. Commun., 2018

2017

Cryptographic protocols for privacy-aware and secure e-commerce.

[BibT_eX]

[DOI]

PhD thesis, 2017

2016

Privacy-aware loyalty programs.

[BibT_eX]

[DOI]

Comput. Commun., 2016

2015

Flexible and Robust Privacy-Preserving Implicit Authentication.

[BibT_eX]

[DOI]

Qianhong Wu

Proceedings of the ICT Systems Security and Privacy Protection, 2015

2014

Distance Computation between Two Private Preference Functions.

[BibT_eX]

[DOI]

Oriol Farràs

Proceedings of the ICT Systems Security and Privacy Protection, 2014

Group Discounts Compatible with Buyer Privacy.

[BibT_eX]

[DOI]

Proceedings of the Data Privacy Management, Autonomous Spontaneous Security, and Security Assurance, 2014

Privacy-Preserving Loyalty Programs.

[BibT_eX]

[DOI]

Proceedings of the Data Privacy Management, Autonomous Spontaneous Security, and Security Assurance, 2014

2013

Privacy-Preserving Trust Management Mechanisms from Private Matching Schemes.

[BibT_eX]

[DOI]

Oriol Farràs