Applied Security and Privacy

At ASAP lab, we design and develop privacy-preserving machine learning and healthcare systems ASAP. We mainly work on the following:

Secure and private federated learning pipelines relying on homomorphic encryption

Privacy-preserving healthcare systems such as drug discovery and single-cell analysis

Quantification of the privacy leakage on genomic beacons