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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Publication

Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback

Amran Siddiqui, Jack W. Stokes, Christian Seifert, Evan Argyle, Robert McCann, Joshua Neil, Justin Carroll

2019 International Conference on Acoustics, Speech, and Signal Processing | April 2019

Publication

Universally Composable Secure Two and Multi-party Computation in the Corruptible Tamper-Proof Hardware Token Model

Nishanth Chandran, Wutichai Chongchitmate, Rafail Ostrovsky, Ivan Visconti

CRYPTO 2019 | April 2019

Publication

Misuse Attacks on Post-quantum Cryptosystems

Betül Durak, Ciprian Baetu, Lois Huguein-Dumittan, Abdullah Talaylan, Serge Vaudenay

EUROCRYPT | April 2019

Publication

CCF: A Framework for Building Confidential Verifiable Replicated Services

Mark Russinovich, Edward Ashton, Christine Avanessians, Miguel Castro, Amaury Chamayou, Sylvan Clebsch, Manuel Costa, Cédric Fournet, Matthew Kerner, Sid Krishna, Julien Maffre, Thomas Moscibroda, Kartik Nayak, Olga Ohrimenko, Felix Schuster, Roy Schuster, Alex Shamis, Olga Vrousgou, Christoph M. Wintersteiger

MSR-TR-2019-16 | April 2019

Published by Microsoft

Github Project

Publication

DeepSigns: An End-to-End Watermarking Framework for Protecting the Ownership of Deep Neural Networks

Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar

Architectural Support for Programming Languages and Operating Systems (ASPLOS) | April 2019

Publication

Wys*: A DSL for Verified Secure Multi-party Computations

Aseem Rastogi, Nikhil Swamy, Michael Hicks

Principles of Security and Trust (POST 2019) | April 2019

Project

Publication

CheriABI: Enforcing Valid Pointer Provenance and Minimizing Pointer Privilege in the POSIX C Run-time Environment

Brooks Davis, Robert N. M. Watson, Alexander Richardson, Peter G. Neumann, Simon W. Moore, John Baldwin, David Chisnall, James Clarke, Nathaniel Wesley Filardo, Khilan Gudka, Alexandre Joannou, Ben Laurie, A. Theodore Markettos, J. Edward Maste, Alfredo Mazzinghi, Edward Tomasz Napierala, Robert Norton-Wright, Michael Roe, Peter Sewell, Stacey Son, Jonathan Woodruff

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems | April 2019

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Azure Research – Security and Privacy

Security and privacy are arguably the most significant concerns for enterprises and consumers using public cloud platforms. The confidential computing theme at Microsoft Research Cambridge has been conducting pioneering research in the design of systems…

Video

A demo of reverse debugging with REPT

March 19, 2019 | Xinyang Ge

This video demos reverse debugging of coredumps with REPT.

0:01:44

Video

Security for All: Modeling Structural Inequities to Design More Secure Systems

February 28, 2019 | Elissa Redmiles

Users often fall for phishing emails, reuse simple passwords, and fail to effectively utilize “provably” secure systems. These behaviors expose users to significant harm and frustrate industry practitioners and security researchers alike. As consequences of…

Video: Security for All: Modeling Structural Inequities to Design More Secure Systems

1:11:23

Security, privacy, and cryptography

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