115 citations · 181 across the 3 of their papers we have counts for
3 papers
A Survey on Decentralized Identifiers and Verifiable Credentials
Carlo Mazzocca, Abbas Acar, Selcuk Uluagac +3
Digital identity has always been considered the keystone for implementing secure and trustworthy communications among parties. The ever-evolving digital landscape has gone through…
Federated Unlearning: A Survey on Methods, Design Guidelines, and Evaluation Metrics
Nicolò Romandini, Alessio Mora, Carlo Mazzocca +2
Federated learning (FL) enables collaborative training of a machine learning (ML) model across multiple parties, facilitating the preservation of users' and institutions' privacy b…
Reinforcement Learning on Encrypted Data
Alberto Jesu, Victor-Alexandru Darvariu, Alessandro Staffolani +2
The growing number of applications of Reinforcement Learning (RL) in real-world domains has led to the development of privacy-preserving techniques due to the inherently sensitive…