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

Project

EzPC (Easy Secure Multi-party Computation)

Consider the following scenario: Two hospitals, each having sensitive patient data, must compute statistical information about their joint data. Or, one of the hospitals has a pre-trained ML model based on sensitive patient data and…

Publication

Graviton: Trusted Execution Environments on GPUs

Stavros Volos, Kapil Vaswani, Rordigo Bruno

13th USENIX Symposium on Operating Systems Design and Implementation | October 2018

Project

Publication

Proving the correct execution of concurrent services in zero-knowledge

Srinath Setty, Sebastian Angel, Trinabh Gupta, Jonathan Lee

Symposium on Operating Systems Design and Implementation (OSDI) | October 2018

Publication

REPT: Reverse Debugging of Failures in Deployed Software

Weidong Cui, Xinyang Ge, Baris Kasikci, Ben Niu, Upamanyu Sharma, Ruoyu Wang, Insu Yun

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI) | October 2018

Jay Lepreau Best Paper Award

Awarded Best Paper!

Video Project

Microsoft Research Blog

Microsoft Research presents its latest advances in computer systems at OSDI 2018

October 5, 2018 | Srinath Setty

Researchers from Microsoft Research will present their latest advances in computer systems at the USENIX Symposium on Operating Systems Design and Implementation 2018 — the biennial flagship conference for systems research — October 8–10 in…

Publication

CHET: Compiler and Runtime for Homomorphic Evaluation of Tensor Programs

Roshan Dathathri, Olli Saarikivi, Hao Chen, Kim Laine, Kristin Lauter, Saeed Maleki, Madanlal Musuvathi, Todd Mytkowicz

October 2018

Project

Publication

Checked C: Making C Safe by Extension

David Tarditi, Archibald Samuel Elliott, Andrew Ruef, Michael Hicks

IEEE Cybersecurity Development Conference 2018 (SecDev) | September 2018

Project

Publication

Privado: Practical and Secure DNN Inference with Enclaves

Karan Grover, Shruti Tople, Shweta Shinde, Ranjita Bhagwan, Ramachandran Ramjee

September 2018

Github

Podcast

Internships Ahoy! with Kirsten Bray, Wei Dai and Sara Beery

September 19, 2018

Episode 42, September 19, 2018 – On today’s podcast, you’ll hear the stories of three of these interns, each of whom came to Microsoft Research from a different field, with a different story and a…

Gretchen Huizinga et al. posing for a photo

Publication

Algorithmically Generated Domain Detection and Malware Family Classification

Chhaya Choudhary, Raaghavi Sivaguru, Mayana Pereira, Bin Yu, Anderson C. A. Nascimento, Martine De Cock

2018 International Symposium on Security in Computing and Communication | September 2018

Security, privacy, and cryptography

Highlights