Alberto Blanco-Justicia

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 31

Top Topics

Differential Privacy

Disclosure Control

Privacy Preservation

Top Venues

Comput. Commun.

Publications

Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares-Salor, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan
Digital Forgetting in Large Language Models: A Survey of Unlearning Methods. CoRR (2024)
Najeeb Moharram Jebreel, Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez
Enhanced Security and Privacy via Fragmented Federated Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Najeeb Moharram Jebreel, Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
LFighter: Defending against the label-flipping attack in federated learning. Neural Networks 170 (2024)
Jesús A. Manjón, Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
Secure, accurate and privacy-aware fully decentralized learning via co-utility. Comput. Commun. 207 (2023)
Ashneet Khandpur Singh, Alberto Blanco-Justicia, Josep Domingo-Ferrer
Fair detection of poisoning attacks in federated learning on non-i.i.d. data. Data Min. Knowl. Discov. 37 (5) (2023)
Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer, Krishnamurty Muralidhar
A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning. ACM Comput. Surv. 55 (8) (2023)
David Sánchez, Najeeb Jebreel, Josep Domingo-Ferrer, Krishnamurty Muralidhar, Alberto Blanco-Justicia
An Examination of the Alleged Privacy Threats of Confidence-Ranked Reconstruction of Census Microdata. CoRR (2023)
Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer, Krishnamurty Muralidhar
A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning. CoRR (2022)
Emily Jefferson, James Liley, Maeve Malone, Smarti Reel, Alba Crespi-Boixader, Xaroula Kerasidou, Francesco Tava, Andrew McCarthy, Richard Preen, Alberto Blanco-Justicia, Esma Mansouri-Benssassi, Josep Domingo-Ferrer, Jillian Beggs, Antony Chuter, Christian Cole, Felix Ritchie, Angela Daly, Simon Rogers, Jim Smith
GRAIMATTER Green Paper: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs). CoRR (2022)
Najeeb Moharram Jebreel, Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez
Enhanced Security and Privacy via Fragmented Federated Learning. CoRR (2022)
Najeeb Moharram Jebreel, Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
Defending against the Label-flipping Attack in Federated Learning. CoRR (2022)
Alberto Blanco-Justicia, Najeeb Moharram Jebreel, Jesús A. Manjón, Josep Domingo-Ferrer
Generation of Synthetic Trajectory Microdata from Language Models. PSD (2022)
Josep Domingo-Ferrer, Alberto Blanco-Justicia, Jesús A. Manjón, David Sánchez
Secure and Privacy-Preserving Federated Learning via Co-Utility. IEEE Internet Things J. 9 (5) (2022)
Alberto Blanco-Justicia, Josep Domingo-Ferrer, Sergio Martínez, David Sánchez, Adrian Flanagan, Kuan Eeik Tan
Achieving security and privacy in federated learning systems: Survey, research challenges and future directions. Eng. Appl. Artif. Intell. 106 (2021)
Josep Domingo-Ferrer, Alberto Blanco-Justicia
Towards Machine Learning-Assisted Output Checking for Statistical Disclosure Control. MDAI (2021)
Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
The limits of differential privacy (and its misuse in data release and machine learning). Commun. ACM 64 (7) (2021)
Josep Domingo-Ferrer, Alberto Blanco-Justicia, Jesús A. Manjón, David Sánchez
Secure and Privacy-Preserving Federated Learning via Co-Utility. CoRR (2021)
Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
The Limits of Differential Privacy (and its Misuse in Data Release and Machine Learning). CoRR (2020)
Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez, Najeeb Jebreel
Co-Utile Peer-to-Peer Decentralized Computing. CCGRID (2020)
Josep Domingo-Ferrer, Alberto Blanco-Justicia
Ethical Value-Centric Cybersecurity: A Methodology Based on a Value Graph. Sci. Eng. Ethics 26 (3) (2020)
Alberto Blanco-Justicia, Josep Domingo-Ferrer, Sergio Martínez, David Sánchez, Adrian Flanagan, Kuan Eeik Tan
Achieving Security and Privacy in Federated Learning Systems: Survey, Research Challenges and Future Directions. CoRR (2020)
Najeeb Moharram Jebreel, Rami Haffar, Ashneet Khandpur Singh, David Sánchez, Josep Domingo-Ferrer, Alberto Blanco-Justicia
Detecting Bad Answers in Survey Data Through Unsupervised Machine Learning. PSD (2020)
Alberto Blanco-Justicia, Josep Domingo-Ferrer
Privacy-Preserving Computation of the Earth Mover's Distance. ISC (2020)
Ashneet Khandpur Singh, Alberto Blanco-Justicia, Josep Domingo-Ferrer, David Sánchez, David Rebollo-Monedero
Fair Detection of Poisoning Attacks in Federated Learning. ICTAI (2020)
Najeeb Jebreel, Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer
Efficient Detection of Byzantine Attacks in Federated Learning Using Last Layer Biases. MDAI (2020)
Alberto Blanco-Justicia, Josep Domingo-Ferrer, Sergio Martínez, David Sánchez
Machine learning explainability via microaggregation and shallow decision trees. Knowl. Based Syst. 194 (2020)
Alberto Blanco-Justicia, Josep Domingo-Ferrer
Machine Learning Explainability Through Comprehensible Decision Trees. CD-MAKE (2019)
Josep Domingo-Ferrer, Cristina Pérez-Solà, Alberto Blanco-Justicia
Collaborative Explanation of Deep Models with Limited Interaction for Trade Secret and Privacy Preservation. WWW (Companion Volume) (2019)
Alberto Blanco-Justicia, Josep Domingo-Ferrer
Efficient privacy-preserving implicit authentication. Comput. Commun. 125 (2018)
Josep Domingo-Ferrer, Alberto Blanco-Justicia, Carla Ràfols
Dynamic group size accreditation and group discounts preserving anonymity. Int. J. Inf. Sec. 17 (3) (2018)
Alberto Blanco-Justicia, Josep Domingo-Ferrer
Privacy-aware loyalty programs. Comput. Commun. 82 (2016)
Josep Domingo-Ferrer, Qianhong Wu, Alberto Blanco-Justicia
Flexible and Robust Privacy-Preserving Implicit Authentication. SEC (2015)
Josep Domingo-Ferrer, Qianhong Wu, Alberto Blanco-Justicia
Flexible and Robust Privacy-Preserving Implicit Authentication. CoRR (2015)
Alberto Blanco-Justicia, Josep Domingo-Ferrer
Privacy-preserving Loyalty Programs. CoRR (2014)
Josep Domingo-Ferrer, Alberto Blanco-Justicia
Group Discounts Compatible with Buyer Privacy. CoRR (2014)
Alberto Blanco-Justicia, Josep Domingo-Ferrer, Oriol Farràs, David Sánchez
Distance Computation between Two Private Preference Functions. SEC (2014)
Alberto Blanco-Justicia, Josep Domingo-Ferrer
Privacy-Preserving Loyalty Programs. DPM/SETOP/QASA (2014)
Josep Domingo-Ferrer, Alberto Blanco-Justicia
Group Discounts Compatible with Buyer Privacy. DPM/SETOP/QASA (2014)
Oriol Farràs, Josep Domingo-Ferrer, Alberto Blanco-Justicia
Privacy-Preserving Trust Management Mechanisms from Private Matching Schemes. DPM/SETOP (2013)
Oriol Farràs, Josep Domingo-Ferrer, Alberto Blanco-Justicia
Privacy-Preserving Trust Management Mechanisms from Private Matching Schemes. CoRR (2013)