Dawn Song

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 339

Top Venues

CoRR

IACR Cryptol. ePrint Arch.

NeurIPS

USENIX Security Symposium

Publications

Xiangyu Qi, Yangsibo Huang, Yi Zeng, Edoardo Debenedetti, Jonas Geiping, Luxi He, Kaixuan Huang, Udari Madhushani, Vikash Sehwag, Weijia Shi, Boyi Wei, Tinghao Xie, Danqi Chen, Pin-Yu Chen, Jeffrey Ding, Ruoxi Jia, Jiaqi Ma, Arvind Narayanan, Weijie J. Su, Mengdi Wang, Chaowei Xiao, Bo Li, Dawn Song, Peter Henderson, Prateek Mittal
AI Risk Management Should Incorporate Both Safety and Security. CoRR (2024)
Zhuowen Yuan, Zidi Xiong, Yi Zeng, Ning Yu, Ruoxi Jia, Dawn Song, Bo Li
RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content. CoRR (2024)
Vivek Nair, Louis B. Rosenberg, James F. O'Brien, Dawn Song
Truth in Motion: The Unprecedented Risks and Opportunities of Extended Reality Motion Data. IEEE Secur. Priv. 22 (1) (2024)
Zhen Xiang, Linzhi Zheng, Yanjie Li, Junyuan Hong, Qinbin Li, Han Xie, Jiawei Zhang, Zidi Xiong, Chulin Xie, Carl Yang, Dawn Song, Bo Li
GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning. CoRR (2024)
Sayash Kapoor, Rishi Bommasani, Kevin Klyman, Shayne Longpre, Ashwin Ramaswami, Peter Cihon, Aspen Hopkins, Kevin Bankston, Stella Biderman, Miranda Bogen, Rumman Chowdhury, Alex Engler, Peter Henderson, Yacine Jernite, Seth Lazar, Stefano Maffulli, Alondra Nelson, Joelle Pineau, Aviya Skowron, Dawn Song, Victor Storchan, Daniel Zhang, Daniel E. Ho, Percy Liang, Arvind Narayanan
On the Societal Impact of Open Foundation Models. CoRR (2024)
Eric Pasewark, Kyle Montgomery, Kefei Duan, Dawn Song, Chenguang Wang
Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning. CoRR (2024)
Zhaorun Chen, Zhen Xiang, Chaowei Xiao, Dawn Song, Bo Li
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases. CoRR (2024)
Canyu Chen, Baixiang Huang, Zekun Li, Zhaorun Chen, Shiyang Lai, Xiongxiao Xu, Jia-Chen Gu, Jindong Gu, Huaxiu Yao, Chaowei Xiao, Xifeng Yan, William Yang Wang, Philip Torr, Dawn Song, Kai Shu
Can Editing LLMs Inject Harm? CoRR (2024)
Eric Pasewark, Kyle Montgomery, Kefei Duan, Dawn Song, Chenguang Wang
Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning. ACL (1) (2024)
Vivek Nair, Wenbo Guo, Rui Wang, James F. O'Brien, Louis B. Rosenberg, Dawn Song
Berkeley Open Extended Reality Recordings 2023 (BOXRR-23): 4.7 Million Motion Capture Recordings from 105,000 XR Users. IEEE Trans. Vis. Comput. Graph. 30 (5) (2024)
Feiyang Kang, Yifan Sun, Bingbing Wen, Si Chen, Dawn Song, Rafid Mahmood, Ruoxi Jia
AutoScale: Automatic Prediction of Compute-optimal Data Composition for Training LLMs. CoRR (2024)
Vivek Nair, Christian Rack, Wenbo Guo, Rui Wang, Shuixian Li, Brandon Huang, Atticus Cull, James F. O'Brien, Marc Erich Latoschik, Louis B. Rosenberg, Dawn Song
Inferring Private Personal Attributes of Virtual Reality Users from Ecologically Valid Head and Hand Motion Data. VR Workshops (2024)
Yi Zeng, Weiyu Sun, Tran Ngoc Huynh, Dawn Song, Bo Li, Ruoxi Jia
BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models. CoRR (2024)
Vivek Nair, Wenbo Guo, James F. O'Brien, Louis B. Rosenberg, Dawn Song
Deep Motion Masking for Secure, Usable, and Scalable Real-Time Anonymization of Ecological Virtual Reality Motion Data. VR Workshops (2024)
Gonzalo Munilla Garrido, Vivek Nair, Dawn Song
SoK: Data Privacy in Virtual Reality. Proc. Priv. Enhancing Technol. 2024 (1) (2024)
Chenguang Wang, Ruoxi Jia, Xin Liu, Dawn Song
Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A Pilot Study. CoRR (2024)
Mintong Kang, Nezihe Merve Gürel, Ning Yu, Dawn Song, Bo Li
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models. CoRR (2024)
Arnav Gudibande, Eric Wallace, Charlie Snell, Xinyang Geng, Hao Liu, Pieter Abbeel, Sergey Levine, Dawn Song
The False Promise of Imitating Proprietary Language Models. ICLR (2024)
Qinbin Li, Chulin Xie, Xiaojun Xu, Xiaoyuan Liu, Ce Zhang, Bo Li, Bingsheng He, Dawn Song
Effective and Efficient Federated Tree Learning on Hybrid Data. ICLR (2024)
Yi Zeng, Yu Yang, Andy Zhou, Jeffrey Ziwei Tan, Yuheng Tu, Yifan Mai, Kevin Klyman, Minzhou Pan, Ruoxi Jia, Dawn Song, Percy Liang, Bo Li
AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies. CoRR (2024)
Yunqi Li, Kyle Soska, Zhen Huang, Sylvain Bellemare, Mikerah Quintyne-Collins, Lun Wang, Xiaoyuan Liu, Dawn Song, Andrew Miller
Ratel: MPC-extensions for Smart Contracts. AsiaCCS (2024)
Yuzhou Nie, Yanting Wang, Jinyuan Jia, Michael J. De Lucia, Nathaniel D. Bastian, Wenbo Guo, Dawn Song
TrojFM: Resource-efficient Backdoor Attacks against Very Large Foundation Models. CoRR (2024)
Junyuan Hong, Jinhao Duan, Chenhui Zhang, Zhangheng Li, Chulin Xie, Kelsey Lieberman, James Diffenderfer, Brian R. Bartoldson, Ajay Jaiswal, Kaidi Xu, Bhavya Kailkhura, Dan Hendrycks, Dawn Song, Zhangyang Wang, Bo Li
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression. CoRR (2024)
Tanusree Sharma, Vivek C. Nair, Henry Wang, Yang Wang, Dawn Song
"I Can't Believe It's Not Custodial!": Usable Trustless Decentralized Key Management. CHI (2024)
Jiachen T. Wang, Prateek Mittal, Dawn Song, Ruoxi Jia
Data Shapley in One Training Run. CoRR (2024)
Yi Zeng, Kevin Klyman, Andy Zhou, Yu Yang, Minzhou Pan, Ruoxi Jia, Dawn Song, Percy Liang, Bo Li
AI Risk Categorization Decoded (AIR 2024): From Government Regulations to Corporate Policies. CoRR (2024)
Jiawei Zhang, Chejian Xu, Yu Gai, Freddy Lécué, Dawn Song, Bo Li
KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking. CoRR (2024)
Shiyang Lai, Yujin Potter, Junsol Kim, Richard Zhuang, Dawn Song, James Evans
Evolving AI Collectives to Enhance Human Diversity and Enable Self-Regulation. CoRR (2024)
Weixin Chen, Dawn Song, Bo Li
GRATH: Gradual Self-Truthifying for Large Language Models. CoRR (2024)
Jens Ernstberger, Jan Lauinger, Fatima Elsheimy, Liyi Zhou, Sebastian Steinhorst, Ran Canetti, Andrew Miller, Arthur Gervais, Dawn Song
SoK: Data Sovereignty. EuroS&P (2023)
Jens Ernstberger, Jan Lauinger, Fatima Elsheimy, Liyi Zhou, Sebastian Steinhorst, Ran Canetti, Andrew Miller, Arthur Gervais, Dawn Song
SoK: Data Sovereignty. IACR Cryptol. ePrint Arch. 2023 (2023)
Yujin Kwon, Kornrapat Pongmala, Kaihua Qin, Ariah Klages-Mundt, Philipp Jovanovic, Christine A. Parlour, Arthur Gervais, Dawn Song
What Drives the (In)stability of a Stablecoin? CoRR (2023)
Kaihua Qin, Stefanos Chaliasos, Liyi Zhou, Benjamin Livshits, Dawn Song, Arthur Gervais
The Blockchain Imitation Game. USENIX Security Symposium (2023)
Vivek Nair, Dawn Song
MFDPG: Multi-Factor Authenticated Password Management With Zero Stored Secrets. CoRR (2023)
Vivek Nair, Dawn Song
Decentralizing Custodial Wallets with MFKDF. CoRR (2023)
Tianyi Liu, Tiancheng Xie, Jiaheng Zhang, Dawn Song, Yupeng Zhang
Pianist: Scalable zkRollups via Fully Distributed Zero-Knowledge Proofs. IACR Cryptol. ePrint Arch. 2023 (2023)
Vivek Nair, Wenbo Guo, Justus Mattern, Rui Wang, James F. O'Brien, Louis Rosenberg, Dawn Song
Unique Identification of 50, 000+ Virtual Reality Users from Head & Hand Motion Data. CoRR (2023)
Banghua Zhu, Lun Wang, Qi Pang, Shuai Wang, Jiantao Jiao, Dawn Song, Michael I. Jordan
Byzantine-Robust Federated Learning with Optimal Statistical Rates. AISTATS (2023)
Yu Gai, Liyi Zhou, Kaihua Qin, Dawn Song, Arthur Gervais
Blockchain Large Language Models. CoRR (2023)
Yu Gai, Liyi Zhou, Kaihua Qin, Dawn Song, Arthur Gervais
Blockchain Large Language Models. IACR Cryptol. ePrint Arch. 2023 (2023)
Vivek Nair, Dawn Song
Multi-Factor Credential Hashing for Asymmetric Brute-Force Attack Resistance. EuroS&P (2023)
Clark W. Barrett, Brad Boyd, Ellie Burzstein, Nicholas Carlini, Brad Chen, Jihye Choi, Amrita Roy Chowdhury, Mihai Christodorescu, Anupam Datta, Soheil Feizi, Kathleen Fisher, Tatsunori Hashimoto, Dan Hendrycks, Somesh Jha, Daniel Kang, Florian Kerschbaum, Eric Mitchell, John C. Mitchell, Zulfikar Ramzan, Khawaja Shams, Dawn Song, Ankur Taly, Diyi Yang
Identifying and Mitigating the Security Risks of Generative AI. CoRR (2023)
Mintong Kang, Dawn Song, Bo Li
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification. CoRR (2023)
Vivek Nair, Dawn Song
Multi-Factor Credential Hashing for Asymmetric Brute-Force Attack Resistance. CoRR (2023)
Arnav Gudibande, Eric Wallace, Charlie Snell, Xinyang Geng, Hao Liu, Pieter Abbeel, Sergey Levine, Dawn Song
The False Promise of Imitating Proprietary LLMs. CoRR (2023)
Vivek C. Nair, Gonzalo Munilla Garrido, Dawn Song
Going Incognito in the Metaverse: Achieving Theoretically Optimal Privacy-Usability Tradeoffs in VR. UIST (2023)
Boxin Wang, Weixin Chen, Hengzhi Pei, Chulin Xie, Mintong Kang, Chenhui Zhang, Chejian Xu, Zidi Xiong, Ritik Dutta, Rylan Schaeffer, Sang T. Truong, Simran Arora, Mantas Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, Bo Li
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models. CoRR (2023)
Deevashwer Rathee, Anwesh Bhattacharya, Divya Gupta, Rahul Sharma, Dawn Song
Secure Floating-Point Training. USENIX Security Symposium (2023)
Gonzalo Munilla Garrido, Vivek Nair, Dawn Song
SoK: Data Privacy in Virtual Reality. CoRR (2023)
Kaihua Qin, Zhe Ye, Zhun Wang, Weilin Li, Liyi Zhou, Chao Zhang, Dawn Song, Arthur Gervais
Towards Automated Security Analysis of Smart Contracts based on Execution Property Graph. CoRR (2023)
Yoshua Bengio, Geoffrey E. Hinton, Andrew Yao, Dawn Song, Pieter Abbeel, Yuval Noah Harari, Ya-Qin Zhang, Lan Xue, Shai Shalev-Shwartz, Gillian K. Hadfield, Jeff Clune, Tegan Maharaj, Frank Hutter, Atilim Günes Baydin, Sheila McIlraith, Qiqi Gao, Ashwin Acharya, David Krueger, Anca D. Dragan, Philip H. S. Torr, Stuart Russell, Daniel Kahneman, Jan Brauner, Sören Mindermann
Managing AI Risks in an Era of Rapid Progress. CoRR (2023)
Yuzheng Hu, Fan Wu, Qinbin Li, Yunhui Long, Gonzalo Munilla Garrido, Chang Ge, Bolin Ding, David A. Forsyth, Bo Li, Dawn Song
SoK: Privacy-Preserving Data Synthesis. CoRR (2023)
Jian Liu, Peilun Li, Raymond Cheng, N. Asokan, Dawn Song
Parallel and Asynchronous Smart Contract Execution. CoRR (2023)
Yujin Kwon, Ella Corren, Gonzalo Munilla Garrido, Chris Hoofnagle, Dawn Song
SoK: The Gap Between Data Rights Ideals and Reality. CoRR (2023)
Vivek Nair, Wenbo Guo, Rui Wang, James F. O'Brien, Louis Rosenberg, Dawn Song
Berkeley Open Extended Reality Recordings 2023 (BOXRR-23): 4.7 Million Motion Capture Recordings from 105, 852 Extended Reality Device Users. CoRR (2023)
Clark W. Barrett, Brad Boyd, Elie Bursztein, Nicholas Carlini, Brad Chen, Jihye Choi, Amrita Roy Chowdhury, Mihai Christodorescu, Anupam Datta, Soheil Feizi, Kathleen Fisher, Tatsunori Hashimoto, Dan Hendrycks, Somesh Jha, Daniel Kang, Florian Kerschbaum, Eric Mitchell, John C. Mitchell, Zulfikar Ramzan, Khawaja Shams, Dawn Song, Ankur Taly, Diyi Yang
Identifying and Mitigating the Security Risks of Generative AI. Found. Trends Priv. Secur. 6 (1) (2023)
Gonzalo Munilla Garrido, Xiaoyuan Liu, Florian Matthes, Dawn Song
Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry. Proc. Priv. Enhancing Technol. 2023 (2) (2023)
Boxin Wang, Weixin Chen, Hengzhi Pei, Chulin Xie, Mintong Kang, Chenhui Zhang, Chejian Xu, Zidi Xiong, Ritik Dutta, Rylan Schaeffer, Sang T. Truong, Simran Arora, Mantas Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, Bo Li
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models. NeurIPS (2023)
Vivek Nair, Wenbo Guo, James F. O'Brien, Louis Rosenberg, Dawn Song
Deep Motion Masking for Secure, Usable, and Scalable Real-Time Anonymization of Virtual Reality Motion Data. CoRR (2023)
Xuan Chen, Wenbo Guo, Guanhong Tao, Xiangyu Zhang, Dawn Song
BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning. NeurIPS (2023)
Weixin Chen, Dawn Song, Bo Li
TrojDiff: Trojan Attacks on Diffusion Models with Diverse Targets. CoRR (2023)
Weixin Chen, Dawn Song, Bo Li
TrojDiff: Trojan Attacks on Diffusion Models with Diverse Targets. CVPR (2023)
Yunqi Li, Kyle Soska, Zhen Huang, Sylvain Bellemare, Mikerah Quintyne-Collins, Lun Wang, Xiaoyuan Liu, Dawn Song, Andrew Miller
Ratel: MPC-extensions for Smart Contracts. IACR Cryptol. ePrint Arch. 2023 (2023)
Mintong Kang, Dawn Song, Bo Li
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification. NeurIPS (2023)
Tanusree Sharma, Yujin Kwon, Kornrapat Pongmala, Henry Wang, Andrew Miller, Dawn Song, Yang Wang
Unpacking How Decentralized Autonomous Organizations (DAOs) Work in Practice. CoRR (2023)
Vivek Nair, Dawn Song
Decentralizing Custodial Wallets with MFKDF. ICBC (2023)
Kaihua Qin, Stefanos Chaliasos, Liyi Zhou, Benjamin Livshits, Dawn Song, Arthur Gervais
The Blockchain Imitation Game. CoRR (2023)
Deevashwer Rathee, Anwesh Bhattacharya, Divya Gupta, Rahul Sharma, Dawn Song
Secure Floating-Point Training. IACR Cryptol. ePrint Arch. 2023 (2023)
Qinbin Li, Bingsheng He, Dawn Song
Adversarial Collaborative Learning on Non-IID Features. ICML (2023)
Qi Pang, Lun Wang, Shuai Wang, Wenting Zheng, Dawn Song
Secure Federated Correlation Test and Entropy Estimation. ICML (2023)
Wenbo Guo, Xian Wu, Lun Wang, Xinyu Xing, Dawn Song
PATROL: Provable Defense against Adversarial Policy in Two-player Games. USENIX Security Symposium (2023)
Vivek Nair, Dawn Song
Multi-Factor Key Derivation Function (MFKDF) for Fast, Flexible, Secure, & Practical Key Management. USENIX Security Symposium (2023)
Hengzhi Pei, Jinyuan Jia, Wenbo Guo, Bo Li, Dawn Song
TextGuard: Provable Defense against Backdoor Attacks on Text Classification. CoRR (2023)
Pengcheng Fang, Peng Gao, Yun Peng, Qingzhao Zhang, Tao Xie, Dawn Song, Prateek Mittal, Sanjeev R. Kulkarni, Zhuotao Liu, Xusheng Xiao
CONTRACTFIX: A Framework for Automatically Fixing Vulnerabilities in Smart Contracts. CoRR (2023)
Andy Zou, Long Phan, Sarah Chen, James Campbell, Phillip Guo, Richard Ren, Alexander Pan, Xuwang Yin, Mantas Mazeika, Ann-Kathrin Dombrowski, Shashwat Goel, Nathaniel Li, Michael J. Byun, Zifan Wang, Alex Mallen, Steven Basart, Sanmi Koyejo, Dawn Song, Matt Fredrikson, J. Zico Kolter, Dan Hendrycks
Representation Engineering: A Top-Down Approach to AI Transparency. CoRR (2023)
Nicholas Crispino, Kyle Montgomery, Fankun Zeng, Dawn Song, Chenguang Wang
Agent Instructs Large Language Models to be General Zero-Shot Reasoners. CoRR (2023)
Vivek Nair, Wenbo Guo, Justus Mattern, Rui Wang, James F. O'Brien, Louis Rosenberg, Dawn Song
Unique Identification of 50, 000+ Virtual Reality Users from Head & Hand Motion Data. USENIX Security Symposium (2023)
Vivek Nair, Christian Rack, Wenbo Guo, Rui Wang, Shuixian Li, Brandon Huang, Atticus Cull, James F. O'Brien, Louis Rosenberg, Dawn Song
Inferring Private Personal Attributes of Virtual Reality Users from Head and Hand Motion Data. CoRR (2023)
Vivek Nair, Louis Rosenberg, James F. O'Brien, Dawn Song
Truth in Motion: The Unprecedented Risks and Opportunities of Extended Reality Motion Data. CoRR (2023)
Chaowei Xiao, Zhongzhu Chen, Kun Jin, Jiongxiao Wang, Weili Nie, Mingyan Liu, Anima Anandkumar, Bo Li, Dawn Song
DensePure: Understanding Diffusion Models for Adversarial Robustness. ICLR (2023)
Vivek Nair, Gonzalo Munilla Garrido, Dawn Song, James F. O'Brien
Exploring the Privacy Risks of Adversarial VR Game Design. Proc. Priv. Enhancing Technol. 2023 (4) (2023)
Qinbin Li, Chulin Xie, Xiaojun Xu, Xiaoyuan Liu, Ce Zhang, Bo Li, Bingsheng He, Dawn Song
Effective and Efficient Federated Tree Learning on Hybrid Data. CoRR (2023)
Liyi Zhou, Xihan Xiong, Jens Ernstberger, Stefanos Chaliasos, Zhipeng Wang, Ye Wang, Kaihua Qin, Roger Wattenhofer, Dawn Song, Arthur Gervais
SoK: Decentralized Finance (DeFi) Attacks. SP (2023)
Isaac David, Liyi Zhou, Kaihua Qin, Dawn Song, Lorenzo Cavallaro, Arthur Gervais
Do you still need a manual smart contract audit? CoRR (2023)
Micah Goldblum, Dimitris Tsipras, Chulin Xie, Xinyun Chen, Avi Schwarzschild, Dawn Song, Aleksander Madry, Bo Li, Tom Goldstein
Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Bennet Yee, Dawn Song, Patrick McCorry, Chris Buckland
Shades of Finality and Layer 2 Scaling. CoRR (2022)
Xinlei Pan, Chaowei Xiao, Warren He, Shuang Yang, Jian Peng, Mingjie Sun, Mingyan Liu, Bo Li, Dawn Song
Characterizing Attacks on Deep Reinforcement Learning. AAMAS (2022)
Peng Gao, Xiaoyuan Liu, Edward Choi, Sibo Ma, Xinyu Yang, Zhengjie Ji, Zilin Zhang, Dawn Song
ThreatKG: A Threat Knowledge Graph for Automated Open-Source Cyber Threat Intelligence Gathering and Management. CoRR (2022)
Tiancheng Xie, Yupeng Zhang, Dawn Song
Orion: Zero Knowledge Proof with Linear Prover Time. CRYPTO (4) (2022)
Sarah Chasins, Alvin Cheung, Natacha Crooks, Ali Ghodsi, Ken Goldberg, Joseph E. Gonzalez, Joseph M. Hellerstein, Michael I. Jordan, Anthony D. Joseph, Michael W. Mahoney, Aditya G. Parameswaran, David A. Patterson, Raluca Ada Popa, Koushik Sen, Scott Shenker, Dawn Song, Ion Stoica
The Sky Above The Clouds. CoRR (2022)
Jialuo Chen, Jingyi Wang, Tinglan Peng, Youcheng Sun, Peng Cheng, Shouling Ji, Xingjun Ma, Bo Li, Dawn Song
Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models. IEEE Symposium on Security and Privacy (2022)
Banghua Zhu, Lun Wang, Qi Pang, Shuai Wang, Jiantao Jiao, Dawn Song, Michael I. Jordan
Byzantine-Robust Federated Learning with Optimal Statistical Rates and Privacy Guarantees. CoRR (2022)
Mantas Mazeika, Eric Tang, Andy Zou, Steven Basart, Jun Shern Chan, Dawn Song, David A. Forsyth, Jacob Steinhardt, Dan Hendrycks
How Would The Viewer Feel? Estimating Wellbeing From Video Scenarios. NeurIPS (2022)
Tiancheng Xie, Jiaheng Zhang, Zerui Cheng, Fan Zhang, Yupeng Zhang, Yongzheng Jia, Dan Boneh, Dawn Song
zkBridge: Trustless Cross-chain Bridges Made Practical. CoRR (2022)
Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion. EMNLP (Findings) (2022)
Lun Wang, Usmann Khan, Joseph P. Near, Qi Pang, Jithendaraa Subramanian, Neel Somani, Peng Gao, Andrew Low, Dawn Song
PrivGuard: Privacy Regulation Compliance Made Easier. USENIX Security Symposium (2022)
Andy Zou, Tristan Xiao, Ryan Jia, Joe Kwon, Mantas Mazeika, Richard Li, Dawn Song, Jacob Steinhardt, Owain Evans, Dan Hendrycks
Forecasting Future World Events with Neural Networks. CoRR (2022)
Liyi Zhou, Xihan Xiong, Jens Ernstberger, Stefanos Chaliasos, Zhipeng Wang, Ye Wang, Kaihua Qin, Roger Wattenhofer, Dawn Song, Arthur Gervais
SoK: Decentralized Finance (DeFi) Attacks. IACR Cryptol. ePrint Arch. 2022 (2022)
Yuzheng Hu, Tianle Cai, Jinyong Shan, Shange Tang, Chaochao Cai, Ethan Song, Bo Li, Dawn Song
Is Vertical Logistic Regression Privacy-Preserving? A Comprehensive Privacy Analysis and Beyond. CoRR (2022)
Da Shen, Xinyun Chen, Chenguang Wang, Koushik Sen, Dawn Song
Benchmarking Language Models for Code Syntax Understanding. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dawn Song