Alberto Blanco-Justicia

45 papers B 4C 5Misc 2Journal 29Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Digital forgetting in large language models: a survey of unlearning methods. Artif. Intell. Rev. Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares-Salor, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan
2025	J	`jnl`	Membership Inference Attacks Beyond Overfitting. CoRR Mona Khalil, Alberto Blanco-Justicia, Najeeb Jebreel, Josep Domingo-Ferrer
2025	J	`jnl`	Unlearning in Large Language Models: We Are Not There Yet. Computer Alberto Blanco-Justicia, Josep Domingo-Ferrer, Najeeb Moharram Jebreel, Benet Manzanares-Salor, David Sánchez
2024	C	`conf`	An Examination of the Alleged Privacy Threats of Confidence-Ranked Reconstruction of Census Microdata. PSD David Sánchez, Najeeb Jebreel, Krishnamurty Muralidhar, Josep Domingo-Ferrer, Alberto Blanco-Justicia
2024	J	`jnl`	Digital Forgetting in Large Language Models: A Survey of Unlearning Methods. CoRR Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares-Salor, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan
2024	J	`jnl`	Enhanced Security and Privacy via Fragmented Federated Learning. IEEE Trans. Neural Networks Learn. Syst. Najeeb Moharram Jebreel, Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez
2024	J	`jnl`	LFighter: Defending against the label-flipping attack in federated learning. Neural Networks Najeeb Moharram Jebreel, Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
2023	J	`jnl`	A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning. ACM Comput. Surv. Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer, Krishnamurty Muralidhar
2023	J	`jnl`	An Examination of the Alleged Privacy Threats of Confidence-Ranked Reconstruction of Census Microdata. CoRR David Sánchez, Najeeb Jebreel, Josep Domingo-Ferrer, Krishnamurty Muralidhar, Alberto Blanco-Justicia
2023	J	`jnl`	Fair detection of poisoning attacks in federated learning on non-i.i.d. data. Data Min. Knowl. Discov. Ashneet Khandpur Singh, Alberto Blanco-Justicia, Josep Domingo-Ferrer
2023	J	`jnl`	Secure, accurate and privacy-aware fully decentralized learning via co-utility. Comput. Commun. Jesús A. Manjón, Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
2022	J	`jnl`	A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning. CoRR Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer, Krishnamurty Muralidhar
2022	J	`jnl`	Defending against the Label-flipping Attack in Federated Learning. CoRR Najeeb Moharram Jebreel, Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
2022	J	`jnl`	Enhanced Security and Privacy via Fragmented Federated Learning. CoRR Najeeb Moharram Jebreel, Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez
2022	J	`jnl`	GRAIMATTER Green Paper: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs). CoRR Emily R. 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
2022	C	`conf`	Generation of Synthetic Trajectory Microdata from Language Models. PSD Alberto Blanco-Justicia, Najeeb Moharram Jebreel, Jesús A. Manjón, Josep Domingo-Ferrer
2022	J	`jnl`	Secure and Privacy-Preserving Federated Learning via Co-Utility. IEEE Internet Things J. Josep Domingo-Ferrer, Alberto Blanco-Justicia, Jesús A. Manjón, David Sánchez
2021	J	`jnl`	Achieving security and privacy in federated learning systems: Survey, research challenges and future directions. Eng. Appl. Artif. Intell. Alberto Blanco-Justicia, Josep Domingo-Ferrer, Sergio Martínez, David Sánchez, Adrian Flanagan, Kuan Eeik Tan
2021	J	`jnl`	Secure and Privacy-Preserving Federated Learning via Co-Utility. CoRR Josep Domingo-Ferrer, Alberto Blanco-Justicia, Jesús A. Manjón, David Sánchez
2021	J	`jnl`	The limits of differential privacy (and its misuse in data release and machine learning). Commun. ACM Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
2021	B	`conf`	Towards Machine Learning-Assisted Output Checking for Statistical Disclosure Control. MDAI Josep Domingo-Ferrer, Alberto Blanco-Justicia
2020	J	`jnl`	Achieving Security and Privacy in Federated Learning Systems: Survey, Research Challenges and Future Directions. CoRR Alberto Blanco-Justicia, Josep Domingo-Ferrer, Sergio Martínez, David Sánchez, Adrian Flanagan, Kuan Eeik Tan
2020	B	`conf`	Co-Utile Peer-to-Peer Decentralized Computing. CCGRID Josep Domingo-Ferrer, Alberto Blanco-Justicia, David Sánchez, Najeeb Jebreel
2020	C	`conf`	Detecting Bad Answers in Survey Data Through Unsupervised Machine Learning. PSD Najeeb Moharram Jebreel, Rami Haffar, Ashneet Khandpur Singh, David Sánchez, Josep Domingo-Ferrer, Alberto Blanco-Justicia
2020	B	`conf`	Efficient Detection of Byzantine Attacks in Federated Learning Using Last Layer Biases. MDAI Najeeb Jebreel, Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer
2020	J	`jnl`	Ethical Value-Centric Cybersecurity: A Methodology Based on a Value Graph. Sci. Eng. Ethics Josep Domingo-Ferrer, Alberto Blanco-Justicia
2020	B	`conf`	Fair Detection of Poisoning Attacks in Federated Learning. ICTAI Ashneet Khandpur Singh, Alberto Blanco-Justicia, Josep Domingo-Ferrer, David Sánchez, David Rebollo-Monedero
2020	J	`jnl`	Machine learning explainability via microaggregation and shallow decision trees. Knowl. Based Syst. Alberto Blanco-Justicia, Josep Domingo-Ferrer, Sergio Martínez, David Sánchez
2020	C	`conf`	Privacy-Preserving Computation of the Earth Mover's Distance. ISC Alberto Blanco-Justicia, Josep Domingo-Ferrer
2020	J	`jnl`	The Limits of Differential Privacy (and its Misuse in Data Release and Machine Learning). CoRR Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
2019	—	`conf`	Collaborative Explanation of Deep Models with Limited Interaction for Trade Secret and Privacy Preservation. WWW (Companion Volume) Josep Domingo-Ferrer, Cristina Pérez-Solà, Alberto Blanco-Justicia
2019	C	`conf`	Machine Learning Explainability Through Comprehensible Decision Trees. CD-MAKE Alberto Blanco-Justicia, Josep Domingo-Ferrer
2018	J	`jnl`	Dynamic group size accreditation and group discounts preserving anonymity. Int. J. Inf. Sec. Josep Domingo-Ferrer, Alberto Blanco-Justicia, Carla Ràfols
2018	J	`jnl`	Efficient privacy-preserving implicit authentication. Comput. Commun. Alberto Blanco-Justicia, Josep Domingo-Ferrer
2017	—	`—`	Cryptographic protocols for privacy-aware and secure e-commerce. Alberto Blanco-Justicia
2016	J	`jnl`	Privacy-aware loyalty programs. Comput. Commun. Alberto Blanco-Justicia, Josep Domingo-Ferrer
2015	Misc	`conf`	Flexible and Robust Privacy-Preserving Implicit Authentication. SEC Josep Domingo-Ferrer, Qianhong Wu, Alberto Blanco-Justicia
2015	J	`jnl`	Flexible and Robust Privacy-Preserving Implicit Authentication. CoRR Josep Domingo-Ferrer, Qianhong Wu, Alberto Blanco-Justicia
2014	Misc	`conf`	Distance Computation between Two Private Preference Functions. SEC Alberto Blanco-Justicia, Josep Domingo-Ferrer, Oriol Farràs, David Sánchez
2014	—	`conf`	Group Discounts Compatible with Buyer Privacy. DPM/SETOP/QASA Josep Domingo-Ferrer, Alberto Blanco-Justicia
2014	J	`jnl`	Group Discounts Compatible with Buyer Privacy. CoRR Josep Domingo-Ferrer, Alberto Blanco-Justicia
2014	—	`conf`	Privacy-Preserving Loyalty Programs. DPM/SETOP/QASA Alberto Blanco-Justicia, Josep Domingo-Ferrer
2014	J	`jnl`	Privacy-preserving Loyalty Programs. CoRR Alberto Blanco-Justicia, Josep Domingo-Ferrer
2013	—	`conf`	Privacy-Preserving Trust Management Mechanisms from Private Matching Schemes. DPM/SETOP Oriol Farràs, Josep Domingo-Ferrer, Alberto Blanco-Justicia
2013	J	`jnl`	Privacy-Preserving Trust Management Mechanisms from Private Matching Schemes. CoRR Oriol Farràs, Josep Domingo-Ferrer, Alberto Blanco-Justicia