| KEYWORD |
Area Ingegneria
Security and Privacy in Distributed Machine Learning
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