Target PrivSynth architecture: autoencoder, homomorphic encryption, and homomorphic discriminator pipeline

PrivSynth — Privacy-Preserving Synthetic Data Generation

A Wasserstein GAN (WGAN-GP) that synthesizes tabular data from encrypted inputs, so the model provider never sees the underlying data.

UI of the time-series analysis web app

Power Plant Data Visualization Web App

Django app for exploring large-scale Siemens power plant sensor data: time-series plots, outlier analysis, and topological projections.