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

Plagiarizing Smartphone Applications: Attack Strategies and Defense Techniques

Rahul Potharaju, Andrew Newell, Cristina Nita-Rotuaru, Xiangyu Zhang

ACM International Symposium on Engineering Secure Software and Systems (ESSoS) | November 2012

Publication

ML confidential: Machine learning on encrypted data

Thore Graepel, Kristin Lauter, Michael Naehrig

Information Security and Cryptology-ICISC 2012 | November 2012

Information Security and Cryptology–ICISC 2012

Publication

Probabilistic Relational Verification for Cryptographic Implementations

Benjamin Gregoire, Pierre-Yves Strub, Nikhil Swamy, Santiago Zanella-Béguelin, Gilles Barthe, Cédric Fournet

November 2012

Publication

Privacy Technologies for Smart Grids – A Survey of Options

Marek Jawurek, Florian Kerschbaum, George Danezis

MSR-TR-2012-119 | November 2012

Project

Video

Towards a Theory of Trust in Networks of Humans and Computers

October 25, 2012 | Jeannette Wing

How can I trust the information I read over the Internet? We argue that a general theory of trust in networks of humans and computers must be built on both a theory of behavioral trust…

Publication

Formulas Resilient to Short-Circuit Errors

Yael Tauman Kalai, Allison Lewko, Anup Rao

FOCS ’12 Proceedings of the 2012 IEEE 53rd Annual Symposium on Foundations of Computer Science | October 2012

Publication

Efficient Interactive Coding against Adversarial Noise

Zvika Brakerski, Yael Tauman Kalai

2012 IEEE 53rd Annual Symposium on Foundations of Computer Science (FOCS) | October 2012

Publication

Computational Verification of C Protocol Implementations by Symbolic Execution

Mihhail Aizatulin, Andy Gordon, Jan Jürjens

MSR-TR-2012-80 | October 2012

ISBN: 978-1-4503-1651-4

CCS '12 Proceedings of the 2012 ACM conference on Computer and communications security

Video

9.5 Theses on the Power and Efficacy of Gamification

October 12, 2012 | Sebastian Deterding

“Gamification” is: hot, hyped, oversold, misunderstood, unavoidable, a buzzword, a question mark, a quick fix, a huge unfulfilled potential. In the past two years, the notion of infusing digital products and services with game elements…

01:23:12

Publication

Eratosthenes: Radically Refactoring the Web

Jon Howell, Bryan Parno, John (JD) Douceur

MSR-TR-2012-104 | October 2012

Security, privacy, and cryptography

Highlights