Machine Learning

Inference Privacy Risks of Machine Learning Models

Comparing the differential privacy implementations by quantifying their privacy leakage.

Detecting Vague Words and Phrases in Requirements Documents in a Multilingual Environment

We identify vague terms across English, Portuguese and Spanish software requirement documents.

Aggregating Private Sparse Learning Models Using Multi-Party Computation

We use MPC to aggregate models in a private and distributed way.

Privacy Preserving Machine Learning

Combining differential privacy and multi-party computation techniques for private machine learning.