Daniel Mauricio Jimenez Gutierrez

18 papers Journal 16Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A thorough assessment of the non-IID data impact in federated learning. J. Ind. Inf. Integr. Daniel Mauricio Jimenez Gutierrez, Mehrdad Hassanzadeh, Aris Anagnostopoulos, Ioannis Chatzigiannakis, Andrea Vitaletti
2026	J	`jnl`	FedLECC: Cluster- and Loss-Guided Client Selection for Federated Learning under Non-IID Data. CoRR Daniel Mauricio Jimenez Gutierrez, Giovanni Giunta, Mehrdad Hassanzadeh, Aris Anagnostopoulos, Ioannis Chatzigiannakis, Andrea Vitaletti
2026	J	`jnl`	On the security and privacy of federated learning: A survey with attacks, defenses, frameworks, applications, and future directions. Inf. Fusion Daniel Mauricio Jimenez Gutierrez, Yelizaveta Falkouskaya, José Luis Hernández-Ramos, Aris Anagnostopoulos, Ioannis Chatzigiannakis, Andrea Vitaletti
2025	J	`jnl`	A Thorough Assessment of the Non-IID Data Impact in Federated Learning. CoRR Daniel Mauricio Jimenez Gutierrez, Mehrdad Hassanzadeh, Aris Anagnostopoulos, Ioannis Chatzigiannakis, Andrea Vitaletti
2025	J	`jnl`	Clust-PSI-PFL: A Population Stability Index Approach for Clustered Non-IID Personalized Federated Learning. CoRR Daniel Mauricio Jimenez Gutierrez, Mehrdad Hassanzadeh, Aris Anagnostopoulos, Ioannis Chatzigiannakis, Andrea Vitaletti
2025	J	`jnl`	Federated Cyber Defense: Privacy-Preserving Ransomware Detection Across Distributed Systems. CoRR Daniel Mauricio Jimenez Gutierrez, Enrique Zuazua, Joaquín del Río, Oleksii Sliusarenko, Xabi Uribe-Etxebarria
2025	J	`jnl`	Federated Learning for Pediatric Pneumonia Detection: Enabling Collaborative Diagnosis Without Sharing Patient Data. CoRR Daniel Mauricio Jimenez Gutierrez, Enrique Zuazua, Joaquín del Río, Oleksii Sliusarenko, Xabi Uribe-Etxebarria
2025	J	`jnl`	Graph neural networks to model and optimize the operation of Water Distribution Networks: A review. J. Ind. Inf. Integr. Giacomo Vittori, Yelizaveta Falkouskaya, Daniel Mauricio Jimenez Gutierrez, Tiziana Cattai, Ioannis Chatzigiannakis
2025	J	`jnl`	On the Security and Privacy of Federated Learning: A Survey with Attacks, Defenses, Frameworks, Applications, and Future Directions. CoRR Daniel Mauricio Jimenez Gutierrez, Yelizaveta Falkouskaya, José Luis Hernández-Ramos, Aris Anagnostopoulos, Ioannis Chatzigiannakis, Andrea Vitaletti
2025	J	`jnl`	PSI-PFL: Population Stability Index for Client Selection in non-IID Personalized Federated Learning. CoRR Daniel Mauricio Jimenez Gutierrez, David Solans, Mohammed Elbamby, Nicolas Kourtellis
2025	J	`jnl`	The Sherpa.ai Blind Vertical Federated Learning Paradigm to Minimize the Number of Communications. CoRR Alex Acero, Daniel Mauricio Jimenez Gutierrez, Dario Pighin, Enrique Zuazua, Joaquín del Río, Xabi Uribe-Etxebarria
2025	J	`jnl`	Training Together, Diagnosing Better: Federated Learning for Collagen VI-Related Dystrophies. CoRR Astrid Brull, Sara Aguti, Véronique Bolduc, Ying Hu, Daniel Mauricio Jimenez Gutierrez, Enrique Zuazua, Joaquín del Río, Oleksii Sliusarenko, Haiyan Zhou, Francesco Muntoni, Carsten G. Bönnemann, Xabi Uribe-Etxebarria
2024	J	`jnl`	FedArtML: A Tool to Facilitate the Generation of Non-IID Datasets in a Controlled Way to Support Federated Learning Research. IEEE Access Daniel Mauricio Jimenez Gutierrez, Aris Anagnostopoulos, Ioannis Chatzigiannakis, Andrea Vitaletti
2024	J	`jnl`	Non-IID data in Federated Learning: A Survey with Taxonomy, Metrics, Methods, Frameworks and Future Directions. CoRR Daniel Mauricio Jimenez Gutierrez, David Solans, Mikko A. Heikkilä, Andrea Vitaletti, Nicolas Kourtellis, Aris Anagnostopoulos, Ioannis Chatzigiannakis
2023	—	`conf`	Application of Federated Learning Techniques for Arrhythmia Classification Using 12-Lead ECG Signals. ALGOCLOUD Daniel Mauricio Jimenez Gutierrez, Hafiz Muuhammad Hassan, Lorella Landi, Andrea Vitaletti, Ioannis Chatzigiannakis
2023	J	`jnl`	Device discovery and tracing in the Bluetooth Low Energy domain. Comput. Commun. Pierluigi Locatelli, Massimo Perri, Daniel Mauricio Jimenez Gutierrez, Andrea Lacava, Francesca Cuomo
2023	—	`conf`	Olive Leaf Infection Detection Using the Cloud-Edge Continuum. ALGOCLOUD Themistoklis Sarantakos, Daniel Mauricio Jimenez Gutierrez, Dimitrios Amaxilatis
2022	J	`jnl`	Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals. CoRR Daniel Mauricio Jimenez Gutierrez, Hafiz Muuhammad Hassan, Lorella Landi, Andrea Vitaletti, Ioannis Chatzigiannakis