Dawn Song

Full Professor, EECS, University of California, Berkeley

Joined

July 2019

Names

Dawn Song

Emails

****@cs.berkeley.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Full Professor

EECS, University of California, Berkeley (berkeley.edu)

2009 – Present

Advisors, Relations & Conflicts

PhD Advisor

J. Tygar

1999 – 2022

Expertise

No areas of expertise listed

Publications

TrustGen: A Platform of Dynamic Benchmarking on the Trustworthiness of Generative Foundation Models
Yue Huang, Chujie Gao, Siyuan Wu, Haoran Wang, Xiangqi Wang, Jiayi Ye, Yujun Zhou, Yanbo Wang, Jiawen Shi, Qihui Zhang, Han Bao, Zhaoyi Liu, Yuan Li, Tianrui Guan, Peiran Wang, Haomin Zhuang, Dongping Chen, Kehan Guo, Andy Zou, Bryan Hooi et al. (44 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
Confidence-Guided MCTS for Efficient Long-Horizon Web Agent Tasks
Will Cai, Xuandong Zhao, Dawn Song
- Submitted to ICLR 2026
- Readers: Everyone
Are You Getting What You Pay For? Auditing Model Substitution in LLM APIs
Will Cai, Tianneng Shi, Xuandong Zhao, Dawn Song
- RegML 2025 Poster
- Readers: Everyone
Workshop on Large Language Models for Agents
Xinyun Chen, Xiangru Tang, Di Jin, Devamanyu Hazarika, Daniel Fried, Dawn Song, Shafiq Joty, Meredith Ringel Morris
- ICLR 2024 Workshops
- Readers: Everyone
How Hard is Trojan Detection in DNNs? Fooling Detectors With Evasive Trojans
Mantas Mazeika, Andy Zou, Akul Arora, Pavel Pleskov, Dawn Song, Dan Hendrycks, Bo Li, David Forsyth
- Submitted to ICLR 2024
- Readers: Everyone
The False Promise of Imitating Proprietary Language Models
Arnav Gudibande, Eric Wallace, Charlie Victor Snell, Xinyang Geng, Hao Liu, Pieter Abbeel, Sergey Levine, Dawn Song
- ICLR 2024 spotlight
- Readers: Everyone
Secure Byzantine-Robust Federated Learning with Dimension-free Error
Lun Wang, Qi Pang, Shuai Wang, Dawn Song
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
FED-$\chi^2$: Secure Federated Correlation Test
Lun Wang, Qi Pang, Shuai Wang, Dawn Song
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Differentially Private Fractional Frequency Moments Estimation with Polylogarithmic Space
Lun Wang, Iosif Pinelis, Dawn Song
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Measuring Coding Challenge Competence With APPS
Dan Hendrycks, Steven Basart, Saurav Kadavath, Mantas Mazeika, Akul Arora, Ethan Guo, Collin Burns, Samir Puranik, Horace He, Dawn Song, Jacob Steinhardt
- Published: 11 Oct 2021, Last Modified: 12 Oct 2025
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone

View all 11 publications

Co-Authors

View all 98 co-authors