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

On the Complexity of UC Commitments

Juan A. Garay, Yuval Ishai, Ranjit Kumaresan, Hoeteck Wee

Advances in Cryptology – EUROCRYPT 2014 | May 2014

Publication

Pivot: Fast, Synchronous Mashup Isolation Using Generator Chains

James Mickens

Proceedings of the IEEE Symposium on Security and Privacy | May 2014

Publication

Generating Summary Risk Scores for Mobile Applications

Christopher S. Gates, Ninghui Li, Hao Peng, Bhaskar Sarma, Yuan Qi, Rahul Potharaju, Cristina Nita-Rotuaru, Ian Molloy

IEEE Transactions on Dependable and Secure Computing | May 2014, Vol 11(3): pp. 238-251

Publication

Stealing Webpages Rendered on Your Browser by Exploiting GPU Vulnerabilities

Sangho Lee, Youngsok Kim, Jangwoo Kim, Jong Kim

35th IEEE Symposium on Security and Privacy (Oakland 2014) | May 2014

Publication

Bootstrapping Privacy Compliance in Big Data Systems

Shayak Sen, Saikat Guha, Anupam Dutta, Sriram Rajamani, Janice Tsai, Jeannette Wing

Proceedings of the 35th IEEE Symposium on Security & Privacy (Oakland) | May 2014

Video

Get to know Microsoft Research

April 17, 2014

A quick peek at what’s new at Microsoft Research.

01:26

Publication

Cryptographically Verified Design and Implementation of a Distributed Key Manager

Tolga Acar, Cédric Fournet, Dan Shumow

MSR-TR-2014-48 | April 2014

Access Project

Microsoft Research Blog

Partnerships propel computer science

April 9, 2014

As part of its commitment to basic research, Microsoft invests in creating joint research centers around the world. These collaborative engagements typically involve multi-year research programs across a broad range of projects that push the…

Microsoft Research Blog

Workshop launches joint research center in Spain

April 3, 2014

With labs around the globe, Microsoft Research is ideally positioned to partner with leading academic and research institutes worldwide. One of the latest examples of this international cooperation is the Madrid Joint Research Center, a…

Publication

Where the Sidewalk Ends: Extending the Internet AS Graph Using Traceroutes from P2P Users

Kai Chen, David R. Choffnes, Rahul Potharaju

IEEE Transactions on Computers | April 2014, Vol 63(4): pp. 1021-1036

Security, privacy, and cryptography

Highlights