Na-Yeon Shin

Privacy-Preserving Data Sharing via PCA-Based Dimensionality Reduction in Non-IID Environments

2025 · Electronics

The proliferation of mobile devices has generated exponential data growth, driving efforts to extract value. However, mobile data often presents non-independent and identically distributed (non-IID) challenges owing to varying device, environmental, and user factors. While …