Yangyang Li

Weighted Single-Pass Fuzzy c-Means Algorithm Based on Density Peaks

2018

This paper presents an improved single-pass fuzzy c-means algorithm, which is referred to as Weighted Single-Pass Fuzzy c-Means Algorithm Based on Density Peaks (dpwSPFCM). The classical clustering methods can deal with the small-scale data problems …

Enhancing Membership Inference Attacks in Federated Learning Based on Overfitting Property

2024

Membership inference attacks have been proposed to infer whether a specific sample is in the training dataset of a victim model. Inferred membership may reveal sensitive information, e.g., personal health condition deduced from a disease …