Security, privacy, and cryptography
Group
Privacy in AI (PAI)
Privacy in AI group explores questions related to user privacy and confidentiality in machine learning.
Tool
Privacy Random Variable (PRV) Accountant
We have developed a new algorithm to optimally compose privacy guarantees of differentially private (DP) algorithms to arbitrary accuracy. This release accompanies our research paper. We hope to help the privacy community run more accurate…
Tool
Cryptanalysis for SIKE on Hardware
The library implements the parallel collision search algorithm by van Oorschot and Wiener (vOW) on hardware, with the goal of concretely assessing the classical security of the Supersingular Isogeny Key Encapsulation (SIKE) protocol. SIKE is…