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

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

Publication

Cryptographic Cloud Storage

Seny Kamara, Kristin Lauter

Proceedings of Financial Cryptography: Workshop on Real-Life Cryptographic Protocols and Standardization 2010 | January 2010

to appear in Proceedings of Financial Cryptography: Workshop on Real-Life Cryptographic Protocols and Standardization 2010

Publication

Programming Language Techniques for Cryptographic Proofs

Gilles Barthe, Benjamin Grégoire, Santiago Zanella-Béguelin

1st International Conference on Interactive Theorem Proving, ITP 2010 | January 2010

Publication

Proofs of Storage from Homomorphic Identification Protocols

Seny Kamara, Giuseppe Ateniese, Jonathan Katz

Advances in Cryptology – ASIACRYPT ’09 | December 2009

Microsoft Research Blog

Nozzle: Counteracting Memory Exploits

November 23, 2009

By Janie Chang, Writer, Microsoft Research Computer security has been described as a game of one-upmanship, an ongoing escalation of techniques as both sides attempt to find new ways to assault and protect system vulnerabilities.…

Publication

ConScript: Specifying and Enforcing Fine-Grained Security Policies for JavaScript in the Browser

Leo Meyerovich, Ben Livshits

MSR-TR-2009-158 | November 2009

Security, privacy, and cryptography

Highlights