2 papers
cs.CL2025
Personal Attribute Leakage in Federated Speech Models
Hamdan Al-Ali, Ali Reza Ghavamipour, Tommaso Caselli +3
Federated learning is a common method for privacy-preserving training of machine learning models. In this paper, we analyze the vulnerability of ASR models to attribute inference a…
cs.LG2021
Privacy-preserving Logistic Regression with Secret Sharing
Ali Reza Ghavamipour, Fatih Turkmen, Xiaoqian Jian
Logistic regression (LR) is a widely used classification method for modeling binary outcomes in many medical data classification tasks. Research that collects and combines datasets…