5 papers
Compact and Selective Disclosure for Verifiable Credentials
Alessandro Buldini, Carlo Mazzocca, Rebecca Montanari +1
Self-Sovereign Identity (SSI) is a novel identity model that empowers individuals with full control over their data, enabling them to choose what information to disclose, with whom…
Federated Unlearning Made Practical: Seamless Integration via Negated Pseudo-Gradients
Alessio Mora, Carlo Mazzocca, Rebecca Montanari +1
The right to be forgotten is a fundamental principle of privacy-preserving regulations and extends to Machine Learning (ML) paradigms such as Federated Learning (FL). While FL enha…
SoK: Security and Privacy of AI Agents for Blockchain
Nicolò Romandini, Carlo Mazzocca, Kai Otsuki +1
Blockchain and smart contracts have garnered significant interest in recent years as the foundation of a decentralized, trustless digital ecosystem, thereby eliminating the need fo…
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…