Lun Wang

Lun Wang

University of California, Berkeley

H-index: 13

North America-United States

About Lun Wang

Lun Wang, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of Differential Privacy, Federated Learning, Applied Cryptography.

His recent articles reflect a diverse array of research interests and contributions to the field:

Noise masking attacks and defenses for pretrained speech models

Unintended memorization in large asr models, and how to mitigate it

Byzantine-robust federated learning with optimal statistical rates

Ratel: MPC-extensions for Smart Contracts

{PATROL}: Provable Defense against Adversarial Policy in Two-player Games

Secure federated correlation test and entropy estimation

Why is public pretraining necessary for private model training?

{PrivGuard}: Privacy regulation compliance made easier

Lun Wang Information

University

Position

___

Citations(all)

822

Citations(since 2020)

811

Cited By

169

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

15

i10Index(since 2020)

15

Email

University Profile Page

University of California, Berkeley

Google Scholar

View Google Scholar Profile

Lun Wang Skills & Research Interests

Differential Privacy

Federated Learning

Applied Cryptography

Top articles of Lun Wang

Title

Journal

Author(s)

Publication Date

Noise masking attacks and defenses for pretrained speech models

Matthew Jagielski

Om Thakkar

Lun Wang

2024/4/14

Unintended memorization in large asr models, and how to mitigate it

Lun Wang

Om Thakkar

Rajiv Mathews

2024/4/14

Byzantine-robust federated learning with optimal statistical rates

Banghua Zhu

Lun Wang

Qi Pang

Shuai Wang

Jiantao Jiao

...

2023/4/11

Ratel: MPC-extensions for Smart Contracts

Cryptology ePrint Archive

Yunqi Li

Kyle Soska

Zhen Huang

Sylvain Bellemare

Mikerah Quintyne-Collins

...

2023

{PATROL}: Provable Defense against Adversarial Policy in Two-player Games

Wenbo Guo

Xian Wu

Lun Wang

Xinyu Xing

Dawn Song

2023

Secure federated correlation test and entropy estimation

Qi Pang

Lun Wang

Shuai Wang

Wenting Zheng

Dawn Song

2023/7/3

Why is public pretraining necessary for private model training?

Arun Ganesh

Mahdi Haghifam

Milad Nasr

Sewoong Oh

Thomas Steinke

...

2023/7/3

{PrivGuard}: Privacy regulation compliance made easier

Lun Wang

Usmann Khan

Joseph Near

Qi Pang

Jithendaraa Subramanian

...

2022

Differentially Private Fractional Frequency Moments Estimation with Polylogarithmic Space

arXiv preprint arXiv:2105.12363

Lun Wang

Iosif Pinelis

Dawn Song

2021/5/26

Towards Privacy-Preserving and Regulation-Compliant Data Analysis

Lun Wang

2022

Backdoorl: Backdoor attack against competitive reinforcement learning

arXiv preprint arXiv:2105.00579

Lun Wang

Zaynah Javed

Xian Wu

Wenbo Guo

Xinyu Xing

...

2021/5/2

Dplis: Boosting utility of differentially private deep learning via randomized smoothing

arXiv preprint arXiv:2103.01496

Wenxiao Wang

Tianhao Wang

Lun Wang

Nanqing Luo

Pan Zhou

...

2021/3/2

Towards practical differentially private causal graph discovery

Advances in Neural Information Processing Systems

Lun Wang

Qi Pang

Dawn Song

2020

Towards inspecting and eliminating trojan backdoors in deep neural networks

Proceedings of the 22th IEEE International Conference on Data Mining. (ICDM'20)

Wenbo Guo

Lun Wang

Yan Xu

Xinyu Xing

Min Du

...

2020

D2P-Fed: Differentially private federated learning with efficient communication

arXiv preprint arXiv:2006.13039

Lun Wang

Ruoxi Jia

Dawn Song

2020/6/22

See List of Professors in Lun Wang University(University of California, Berkeley)

Co-Authors

H-index: 203
Michael I. Jordan

Michael I. Jordan

University of California, Berkeley

H-index: 143
Dawn Song

Dawn Song

University of California, Berkeley

H-index: 98
Ari Juels

Ari Juels

Cornell University

H-index: 44
Sewoong Oh

Sewoong Oh

University of Washington

H-index: 34
xinyu xing

xinyu xing

Penn State University

H-index: 28
Iosif Pinelis

Iosif Pinelis

Michigan Technological University

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