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DAUIN - GR-03 - COMPUTER NETWORKS GROUP - NETGROUP

Security and Privacy in Distributed Machine Learning

estero Thesis abroad


Reference persons GUIDO MARCHETTO, ALESSIO SACCO

External reference persons Prof. Flavio Esposito - St. Louis University, USA

Research Groups DAUIN - GR-03 - COMPUTER NETWORKS GROUP - NETGROUP

Description 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.


Deadline 11/07/2025      PROPONI LA TUA CANDIDATURA