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

Privacy-Preserving Smart Metering

Alfredo Rial, George Danezis

MSR-TR-2010-150 | November 2010

Video

The Many Entropies of One-Way Functions

November 17, 2010 | Omer Reingold

One-way functions are the most basic, unstructured form of cryptographic hardness. Yet in a sequence of celebrated results (mostly in the eighties and early nineties), one-way functions were shown to imply a rich collection of…

01:02:42

Publication

Security Trend Analysis with CVE Topic Models

Stephan Neuhaus, Tom Zimmermann

Proceedings of the 21st IEEE International Symposium on Software Reliability Engineering (ISSRE) | November 2010

Project

Publication

Public key encryption schemes with bounded CCA security and optimal ciphertext length based on the CDH assumption

Mayana Pereira, Rafael Dowsley, Goichiro Hanaoka, Anderson C. A. Nascimento

2010 International Conference on Information Security | October 2010

Project

Privacy-Friendly Smart Metering

Many smart metering proposals threaten users’ privacy by disclosing fine-grained consumption data to utilities. We have designed protocols that allow for precise billing of consumption while not revealing any consumption information to third parties. We…

Publication

Attacks and Design of Image Recognition CAPTCHAs

Bin Benjamin Zhu, Jeff Yan, Qiujie Li, Chao Yang, Jia Liu, Ning Xu, Meng Yi, Kaiwei Cai

ACM Conference on Computer and Communications Security (ACM CCS) 2010 | October 2010

Publication

Cryptography Resilient to Continual Memory Leakage

Zvika Brakerski, Yael Tauman Kalai, Jonathan Katz, Vinod Vaikuntanathan

IEEE 51st Annual Symposium on Foundations of Computer Science | October 2010

Publication

How to Tell an Airport from a Home: Techniques and Applications

Andreas Pitsillidis, Yinglian Xie, Fang Yu, Martin Abadi, Geoffrey M. Voelker, Stefan Savage

HotNets 2010 | October 2010

Publication

The Limits of Two-Party Differential Privacy

Ilya Mironov, Omer Reingold, Kunal Talwar

51st Annual IEEE Symposium on Foundations of Computer Science (FOCS 2010) | October 2010

51st Annual IEEE Symposium on Foundations of Computer Science (FOCS 2010)

Project

Publication

Depot: Cloud Storage with Minimal Trust

Prince Mahajan, Srinath Setty, Sangmin Lee, Allen Clement, Lorenzo Alvisi, Mike Dahlin, Michael Walfish

Symposium on Operating Systems Design and Implementation (OSDI) | October 2010

Symposium on Operating Systems Design and Implementation (OSDI)

Security, privacy, and cryptography

Highlights