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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Published Date

Publication

SNARGs for Bounded Depth Computations and PPAD Hardness from Sub-Exponential LWE

Ruta Jawale, Yael Tauman Kalai, Dakshita Khurana, Rachel Zhang

September 2020

Publication

Multi-Stakeholder Media Provenance Management to Counter Synthetic Media Risks in News Publishing

J. Aythora, R. Burke‐Agüero, A. Chamayou, S. Clebsch, M. Costa, N. Earnshaw, L. Ellis, P. England, C. Fournet, M. Gaylor, C. Halford, E. Horvitz, A. Jenks, K. Kane, M. Lavallee, S. Lowenstein, B. MacCormack, H. S. Malvar, S. O'Brien, J. Parnall, E. M. Redmiles, A. Shamis, I. Sharma, J. W. Stokes, S. Wenker, A. Zaman

International Broadcasting Convention (IBC) | September 2020

Project

Publication

BioLocker: A Practical Biometric Authentication Mechanism Based on 3D Fingervein

Betül Durak, Lois Huguenin-Dumittan, Serge Vaudenay

ACNS | August 2020

Video

Programming with Proofs for High-assurance Software

August 28, 2020 | Nikhil Swamy

Programming critical systems with proofs, a long-standing goal of computer science, is beginning to come within reach of modern programming languages and proof assistants. I provide a brief overview of recent accomplishments in this space,…