Publications
Cinnamon: A Framework for Scale-out Encrypted AI.
Siddharth Jayashankar, Edward Chen, Tom Tang, Wenting Zheng, Dimitrios Skarlatos.
To appear, ASPLOS 2025
No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices. [Paper][Blog post]
Qi Pang, Shengyuan Hu, Wenting Zheng, Virginia Smith.
NeuRIPS 2024
Communication Bounds for the Distributed Experts Problem.
Zhihao Jia, Qi Pang, Trung Tran, David Woodruff, Zhihao Zhang, Wenting Zheng. (alphabetical order).
NeuRIPS 2024
BOLT: Privacy-Preserving, Accurate and Efficient Inference for Transformers. [Paper]
Qi Pang, Jinhao Zhu, Helen Mollering, Wenting Zheng, and Thomas Schneider.
IEEE S&P 2024
Communication-efficient, Fault Tolerant PIR over Erasure Coded Storage. [Paper]
Andrew Park, Trevor Leong, Francisco Maturana, Wenting Zheng, Rashmi Vinayak.
IEEE S&P 2024
PIANO: Extremely Simple, Single-Server PIR with Sublinear Server Computation. [Paper]
Mingxun Zhou, Andrew Park, Elaine Shi, Wenting Zheng.
IEEE S&P 2024
Secure Federated Correlation Test and Entropy Estimation. [Paper]
Qi Pang*, Lun Wang*, Shuai Wang, Wenting Zheng, Dawn Song.
ICML 2023
ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems. [Paper]
Qi Pang, Yuanyuan Yuan, Shuai Wang, Wenting Zheng.
IEEE S&P 2023
Silph: A Framework for Scalable and Accurate Generation of Hybrid MPC Protocols. [Paper]
Edward Chen*, Jinhao Zhu*, Alex Ozdemir, Fraser Brown, Riad Wahby, Wenting Zheng.
IEEE S&P 2023
CostCO: An Automatic Cost Modeling Framework for Secure Multi-Party Computation. [Paper] [Extended version]
Vivian Fang, Lloyd Brown, William Lin, Wenting Zheng, Aurojit Panda, Raluca Ada Popa.
IEEE Euro S&P 2022
Distinguished Paper Award
Cerebro: A Platform for Multi-Party Cryptographic Collaborative Learning. [Paper] [Extended version]
Wenting Zheng, Ryan Deng, Weikeng Chen, Raluca Ada Popa, Aurojit Panda, Ion Stoica.
USENIX Security 2021
Delphi: A Cryptographic Inference Service for Neural Networks. [Paper] [Extended version]
Pratyush Mishra, Ryan Lehmkuhl, Akshayaram Srinivasan, Wenting Zheng, Raluca Ada Popa.
USENIX Security 2020
Helen: Maliciously Secure Coopetitive Learning for Linear Models. [Paper] [Extended version]
Wenting Zheng, Raluca Ada Popa, Joseph E. Gonzalez, Ion Stoica.
IEEE S&P 2019
DIZK: Distributing Zero Knowledge Proof Systems.
[Paper]
[Extended version]
Howard Wu, Wenting Zheng, Alessandro Chiesa, Raluca Ada Popa, Ion Stoica.
USENIX Security 2018
High Accuracy Approximation of Secure Multiparty Neural Network Training.
Daniel Ho, Xin Wang, Wenting Zheng, Joseph Gonzalez, Raluca Ada Popa, and Ion Stoica.
AISys 2017
MiniCrypt: Reconciling Encryption and Compression for Big Data Stores. [Paper] [Slides]
Wenting Zheng, Frank Li, Raluca Ada Popa, Ion Stoica, Rachit Agarwal.
EuroSys 2017
Opaque: An Oblivious and Encrypted Distributed Analytics Platform. [Paper] [Slides] [Code] [SparkSummit talk]
Wenting Zheng, Ankur Dave, Jethro Beekman, Raluca Ada Popa, Joseph Gonzalez, Ion Stoica.
NSDI 2017
SCL: Simplfying Distributed SDN Control Planes. [Paper]
Aurojit Panda, Wenting Zheng, Xiaohe Hu, Arvind Krishnamurthy, Scott Shenker.
NSDI 2017
Fast Databases with Fast Durability and Recovery through Multicore Parallelism [Paper] [Slides]
Wenting Zheng, Stephen Tu, Eddie Kohler, Barbara Liskov.
OSDI 2014
Speedy Transactions in Multicore In-Memory Databases [Paper]
Stephen Tu, Wenting Zheng, Eddie Kohler, Barbara Liskov, Samuel Madden.
SOSP 2013
