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Francesco Castro

Home Team Francesco Castro

Francesco Castro

PhD Student

francesco.castro _at_ unicampus.it

Bio

Francesco Castro is currently a P.h.D. in Artificial Intelligence (health and life sciences area) organized by the University Campus Bio-medico of Rome with the research location in the University of Bari Aldo Moro. He previously received a master’s degree in Computer Security, which he completed with honors. Research interests are related to the protection of health and biometric data, adversarial machine learning, and collaborative and distributed learning strategies. Research areas include computer vision and machine learning, homomorphic cryptography, security of AI algorithms, biometric data, and federated learning. He is the author of more than 5 scientific papers published in international scientific conferences and journals. He is a scientific reviewer for international conferences and journals such as Pattern Recognition Letters, IEEE Access, SN Computer Science, and many others. Moreover, he holds the position of expert educator in the artificial intelligence laboratory for the PNRR project “I talenti nascosti”.

Publications

2025
  • An Efficient and Privacy-Preserving Federated Learning Approach Based on Homomorphic Encryption
    Francesco Castro, Donato Impedovo, Giuseppe Pirlo
    IEEE Open J. Comput. Soc. 6: 336-347
    DOI: 10.1109/OJCS.2025.3536562
2024
  • A Hybrid Protection Scheme for the Gait Analysis in Early Dementia Recognition
    Francesco Castro, Donato Impedovo, Giuseppe Pirlo
    Sensors 24[1]: 24
    DOI: 10.3390/S24010024
  • A Federated Learning System with Biometric Medical Image Authentication for Alzheimer's Diagnosis
    Francesco Castro, Donato Impedovo, Giuseppe Pirlo
    ICPRAM 2024: 951-960
    DOI: 10.5220/0012550200003654
2023
  • A Heuristic to Select the Optimal Transformation Matrixes in Bio-Convolving with Mixing Transform
    Francesco Castro, Stefano Galantucci, Donato Impedovo, Giuseppe Pirlo
    ITASEC 2023
  • Fall Detection with LSTM and Attention Mechanism
    Francesco Castro, Vincenzo Dentamaro, Vincenzo Gattulli, Donato Impedovo
    WAMWB@MobileHCI 2023: 37-50

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