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

Fast and Precise Sanitizer Analysis with BEK

Pieter Hooimeijer, Ben Livshits, David Molnar, Prateek Saxena, Margus Veanes,

USENIX Security’11 | August 2011

USENIX Security'11

Publication

deSEO: Combating Search-Result Poisoning

John P. John, Fang Yu, Yinglian Xie, Martin Abadi, Arvind Krishnamurthy

Usenix Security Symposium | August 2011

Usenix Security Symposium

Publication

Group-by Query Verification by Untrusted Clients on Outsourced Data Streams

Suman Nath, Ramarathnam Venkatesan

MSR-TR-2011-104 | July 2011

Microsoft Research Blog

Researchers Cherish University Roles

July 18, 2011

By Janie Chang, Writer, Microsoft Research For the past 11 years, the Microsoft Research Faculty Summit has brought academic and government research professionals together to share perspectives on new research, the challenges facing the research…

Publication

Active Graph Reachability Reduction for Network Security and Software Engineering

Alice Zheng, John Dunagan, Ashish Kapoor

IJCAI’11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence | July 2011

ISBN: 978-1-57735-514-4

Publication

Methods of Symmetric Cryptanalysis

Dmitry Khovratovich

MSR-TR-2011-80 | July 2011

Publication

Guiding a General-Purpose C Verifier to Prove Cryptographic Protocols

François Dupressoir, Andy Gordon, Jan Jürjens, David A. Naumann

MSR-TR-2011-50 | June 2011

ISBN: 978-1-61284-644-6

Computer Security Foundations Symposium (CSF), 2011 IEEE 24th

Video

Butterfly Analysis: Adapting Dataflow Analysis to Dynamic Parallel Monitoring

June 21, 2011 | Todd C. Mowry, Thomas Ball

Online program monitoring is an effective technique for detecting bugs and security attacks in running applications. Extending these tools to monitor parallel programs is challenging because the tools must account for inter-thread dependences and relaxed…

01:09:43

Publication

Memory Delegation

Kai-Min Chung, Yael Tauman Kalai, Feng-Hao Liu, Ran Raz

In Advances in Cryptology (CRYPTO) | June 2011

Publication

Enabling Security in Cloud Storage SLAs with CloudProof

Raluca Ada Popa, Jacob R. Lorch, David Molnar, Helen Wang, Li Zhuang, Jay Lorch

USENIX Annual Technical Conference | June 2011

Security, privacy, and cryptography

Highlights