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 Trade-Offs in Oblivious Execution Techniques

Shruti Tople , Prateek Saxena

Detection of Intrusions and Malware & Vulnerability Assessment (DIMVA) | July 2017

Publication

Simple, Fast and Safe Manual Memory Management

Piyus Kedia, Manuel Costa, Dimitrios Vytiniotis, Matthew J. Parkinson, Kapil Vaswani, Aaron Blankstein

Proceedings of the Conference on Programming Langauges Design and Implementation (PLDI) | June 2017

Microsoft Research Blog

Getting compilers right: a reliable foundation for secure software

June 22, 2017

By Nuno Lopes, Researcher, Microsoft Research Cambridge Think compilers cannot compromise the security of your application? Think twice! Compiler writers work around the clock to continuously deliver better compilers. They are driven by the ever-increasing…

Publication

Taming Undefined Behavior in LLVM

Juneyoung Lee, Yoonseung Kim, Youngju Song, Chung-Kil Hur, Sanjoy Das, John Regehr, David Majnemer, Nuno Lopes

PLDI ’17, Barcelona, Spain | June 2017

Video

Fundamentals of User Studies

June 8, 2017 | Indrani Medhi

Overview of important methods and techniques applied in user studies from the perspective of academic research, and also from the perspective of product development. The talk is ended with two examples of projects done at…