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

Differentially Private Aggregation of Distributed Time-Series with Transformation and Encryption

Vibhor Rastogi, Suman Nath

SIGMOD ’10: Proceedings of the 2010 ACM SIGMOD international conference on Management of data | January 2010

Project

Publication

Modular Reduction without Pre-computation for Special Moduli

Tolga Acar, Dan Shumow

January 2010 | (in preparation) edition edition

(in preparation)

Publication

SecPAL: Design and Semantics of a Decentralized Authorization Language

Moritz Becker, Cédric Fournet, Andy Gordon

Journal of Computer Security | January 2010, Vol 18(4): pp. 619-665

Publication

Characterizing, Modeling, and Generating Workload Spikes for Stateful Services

Peter Bodík, Armando Fox, Michael J. Franklin, Michael I. Jordan, David A. Patterson

SOCC ’10: Symposium on Cloud Computing | January 2010

Publication

Differential Privacy in New Settings

Cynthia Dwork

Symposium on Discrete Algorithms (SODA) | January 2010

Symposium on Discrete Algorithms (SODA)

Project

Publication

Pan-Private Streaming Algorithms

Cynthia Dwork, Moni Naor, Toniann Pitassi, Guy Rothblum, Sergey Yekhanin

Proceedings of The First Symposium on Innovations in Computer Science (ICS 2010) | January 2010

Proceedings of The First Symposium on Innovations in Computer Science (ICS 2010)

Project

Publication

On the Difficulties of Disclosure Prevention in Statistical Databases or The Case for Differential Privacy

Cynthia Dwork, Moni Naor

Journal of Privacy and Confidentiality | January 2010, Vol 2: pp. 93-107

Project

Publication

ADAPID D15: E-Government II

Carmela Troncoso, Claudia Diaz, Venelin Gornishki, Victor Sucasas, Markulf Kohlweiss, Michaël Sterckx, Josep Balasch

MSR-TR-2010-2012 | January 2010

Publication

Isogenies on Edwards Curves

Dustin Moody, Daniel Shumow, Dan Shumow

January 2010

Publication

Robustness of the Learning with Errors Assumption

Shafi Goldwasser, Yael Tauman Kalai, Chris Peikert , Vinod Vaikuntanathan

Innovations in Computer Science | January 2010

Security, privacy, and cryptography

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