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  KEYWORD

DAUIN - GR-03 - COMPUTER NETWORKS GROUP - NETGROUP

Security and Privacy in Distributed Machine Learning

estero Tesi all'estero


Riferimenti GUIDO MARCHETTO, ALESSIO SACCO

Riferimenti esterni Prof. Flavio Esposito - St. Louis University, USA

Gruppi di ricerca DAUIN - GR-03 - COMPUTER NETWORKS GROUP - NETGROUP

Descrizione This thesis addresses the critical challenges of security and privacy in distributed machine learning environments. It examines various threats and vulnerabilities associated with data distribution and collaborative learning. The research proposes robust techniques, similar to secure multi-party computation, and privacy methods to protect sensitive information. The goal is to ensure that distributed machine learning can be conducted securely and privately, without compromising the integrity and confidentiality of the data involved.


Scadenza validita proposta 11/07/2025      PROPONI LA TUA CANDIDATURA