Available Libraries
Secure Multiparty Computation (SMPC) & Homomorphic Encryption (HE)
SMPC allows a group of parties to jointly perform some computation without revealing any of the parties’ inputs.
Deanonymization Risk Assessment
The De-Anonymization Risk Assessment Decision Service is a web-based tool that allows data owners to evaluate the re-identification risk and privacy of anonymized datasets.
Synthetic Data Generator
The Synthetic Data Generation tool aims to provide data that is statistically similar to the original data but does not convey information from the original data.
Bias Assessment & Bias Mitigation Library
Given a target dataset and reference dataset with a known sensitive attribute, the tool provides different metrics.