Zero-knowledge Proof Meets Machine Learning in Verifiability: A Survey

no code implementations • 23 Oct 2023 • Zhibo Xing, Zijian Zhang, Jiamou Liu, Ziang Zhang, Meng Li, Liehuang Zhu, Giovanni Russello

However, in practice, due to various challenges such as limited computational resources and data privacy concerns, users in need of models often cannot train machine learning models locally.

Federated Learning

SoK: Access Control Policy Generation from High-level Natural Language Requirements

no code implementations • 5 Oct 2023 • Sakuna Harinda Jayasundara, Nalin Asanka Gamagedara Arachchilage, Giovanni Russello

Existing graphical policy configuration tools and automated policy generation frameworks attempt to help administrators configure and generate access control policies by avoiding such failures.