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

Project

Cyber-Resilient Platform Program

adjective: resilient… able to withstand or recover quickly from difficult conditions. The Cyber Resilient Platforms Program (CyReP) is a Microsoft-led industry initiative to improve the security and resiliency of computers, with particular emphasis on cloud-managed…

Publication

The Binomial Ladder Frequency Filter and its Applications to Shared Secrets

MSR-TR-2018-18 | September 2017

Publication

SVAuth – A Single-Sign-On Integration Solution with Runtime Verification (tool paper)

Shuo Chen, Matt McCutchen, Phuong Cao, Shaz Qadeer, Ravishankar K. Iyer

International Conference on Runtime Verification 2017 | September 2017

Publication

A Traceability Analysis of Monero’s Blockchain

Amrit Kumar, Clement Fischer, Shruti Tople, Prateek Saxena

European Symposium on Research in Computer Security (ESORICS) | September 2017

Publication

Monitoring Stealthy Diffusion

Nika Haghtalab, Aron Laszka, Ariel D. Procaccia, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos

Proceedings of the 15th IEEE International Conference on Data Mining (ICDM) 2015 | September 2017

Publication

Cyber-Resilient Platform Requirements

paul england, ronald aigner, andrey marochko, dennis mattoon, rob spiger, stefan thom

August 2017

Project

Publication

Laconic Oblivious Transfer and its Applications

Chongwon Cho, Nico Doettling, Sanjam Garg, Divya Gupta, Peihan Miao, Antigoni Polychroniadou

CRYPTO | August 2017

Publication

Inferring Fine-grained Control Flow Inside SGX Enclaves with Branch Shadowing

Sangho Lee, Ming-Wei Shih, Prasun Gera, Taesoo Kim, Hyesoon Kim, Marcus Peinado

26th USENIX Security Symposium (USENIX Security 17) | August 2017

Publication

Vale: Verifying High-Performance Cryptographic Assembly Code

Barry Bond, Chris Hawblitzel, Manos Kapritsos, Rustan Leino, Jay Lorch, Bryan Parno, Ashay Rane, Srinath Setty, Laure Thompson

Proceedings of the USENIX Security Symposium | August 2017

Distinguished Paper Award

Access Github Project

Publication

Hacking in Darkness: Return-oriented Programming against Secure Enclaves

Jaehyuk Lee, Jinsoo Jang, Yeongjin Jang, Nohyun Kwak, Yeseul Choi, Chongho Choi, Taesoo Kim, Marcus Peinado, Brent Byunghoon Kang

26th USENIX Security Symposium (USENIX Security 17) | August 2017

Security, privacy, and cryptography

Highlights