illustration of lock, four asterisks and a shield with a fingerprint on it on a green gradient background

Security, privacy, and cryptography

Leveraging Large Language Models for Automated Proof Synthesis in Rust

photos of PhD students Anunay Kulshrestha and Karan Newatia with a photo of Senior Cryptographer Josh Benaloh in the middle with a microphone icon on a blue and purple gradient background

Intern Insights: Dr. Josh Benaloh with Anunay Kulshrestha and Karan Newatia

Bayes Security (β*, higher better) of DP-SGD against membership and attribute inference on the Adult and Purchase datasets as a function of the number of training steps. The green dashed line shows the corresponding DP budget (ε). Membership and attribute inference curves decrease monotonically as the model is trained for longer and the accuracy and DP budget grow.

Closed-Form Bounds for DP-SGD against Record-level Inference

ProvCam: A Camera Module with Self-Contained TCB for Producing Verifiable Videos

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Video

TrustRate: A Decentralized Platform for Hijack-Resistant Anonymous Reviews

April 24, 2024 | Rohit Dwivedula

Host: Kim LaineSpeaker: Rohit Dwivedula Reviews and ratings by users form a central component in several widely used products today (e.g., product reviews, ranking content, etc.), but today’s platforms for managing such reviews are centralized,…

video | TrustRate: A Decentralized Platform for Hijack-Resistant Anonymous Reviews

59:30

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Azure Research

Azure Research is a federation of research groups within Microsoft Azure. We perform cutting-edge research in close collaboration Microsoft product teams and the broader industrial and academic research community. See the individual team’s pages for…

Security, privacy, and cryptography

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