Research in Focus: Private AI
For AI to achieve its potential, it requires access to large amounts of often sensitive data, which can pose threats to our privacy. This session, featuring Rich Caruana and Kristin Lauter of Microsoft and Jung…
Homomorphic Encryption Standardization Workshop
This workshop brought together members of the Homomorphic Encryption (HE) community to spend two days working together toward a plan for standardization. Homomorphic encryption schemes which can handle one “operation” have been known for a long time,…
Homomorphic Encryption for Arithmetic of Approximate Numbers
We suggest a method to construct a homomorphic encryption scheme for approximate arithmetic. It supports approximate addition and multiplication of encrypted messages, together with the rescaling procedure for managing the magnitude of plaintext. This procedure…
MSR Redmond Security Research Group
We are interested in all perspectives of security and privacy. Our current projects focus on trusted cloud, software security, and systems security.