Dawn Song
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
196
Venues
54
Active years
2006–2026
Best venue rank
A*
Where they publish
- A*ICLR31 papers
- A*CCS20 papers
- A*SP18 papers
- A*ICML17 papers
- A*NDSS12 papers
- A*EMNLP10 papers
- A*ACL9 papers
- A*CVPR8 papers
- A*IJCAI4 papers
- AFC4 papers
- A*SIGMOD3 papers
- A*ICDM3 papers
- AISSTA3 papers
- AESORICS3 papers
- A*AAAI2 papers
- AAsiaCCS2 papers
- A*VR2 papers
- AAISTATS2 papers
- A*CRYPTO2 papers
- A*ICCV2 papers
- A*ICDE2 papers
- A*ECCV2 papers
- AHotOS2 papers
- A*INFOCOM2 papers
- AIMC2 papers
- CSACMAT1 paper
- CAIES1 paper
- BIJCNLP1 paper
- A*CHI1 paper
- A*UIST1 paper
- BCOLING1 paper
- AUAI1 paper
- AEuroSys1 paper
- BAFT1 paper
- ADATE1 paper
- A*KDD1 paper
- A*VLDB1 paper
- AICDCS1 paper
- BFMCAD1 paper
- A*OSDI1 paper
- BPAM1 paper
- A*ASPLOS1 paper
- BDIMVA1 paper
- AESA1 paper
- CICMLA1 paper
- AMobisys1 paper
- BPKC1 paper
- AUSENIX1 paper
- A*CAV1 paper
- A*PERCOM1 paper
- A*ICALP1 paper
- A*PLDI1 paper
- ARAID1 paper
- NationalHOTNETS1 paper
Papers
196 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Can Editing LLMs Inject Harm? | 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 |
| 2026 | ACL | Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical Adoption. | Yepeng Liu, Xuandong Zhao, Dawn Song, Gregory W. Wornell, Yuheng Bu |
| 2026 | ACL | Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities. | Changdae Oh, Seongheon Park, To Eun Kim, Jiatong Li, Wendi Li, Samuel Yeh, Sean Du, Hamed Hassani, Paul Bogdan, Dawn Song, Sharon Li |
| 2026 | ACL | Fico: Evaluating Vision-Language Models under Visual Fidelity and Compression at Scale. | Jianhong Tu, Nicholas Crispino, Kyle Montgomery, Chenguang Wang, Dawn Song |
| 2026 | ACL | dLLM: Simple Diffusion Language Modeling. | Zhanhui Zhou, Lingjie Chen, Hanghang Tong, Dawn Song |
| 2026 | SACMAT | A Critical Evaluation of Defenses against Prompt Injection Attacks: [Dataset/Tool Paper]. | Yuqi Jia, Zedian Shao, Yupei Liu, Jinyuan Jia, Dawn Song, Neil Gong |
| 2025 | AAAI | CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification. | Yuchen Tian, Weixiang Yan, Qian Yang, Xuandong Zhao, Qian Chen, Wen Wang, Ziyang Luo, Lei Ma, Dawn Song |
| 2025 | ACL | COSMIC: Generalized Refusal Direction Identification in LLM Activations. | Vincent Siu, Nicholas Crispino, Zihao Yu, Sam Pan, Zhun Wang, Yang Liu, Dawn Song, Chenguang Wang |
| 2025 | AIES | Aligning AI with Public Values: Deliberation and Decision-Making for Governing Multimodal LLMs in Political Video Analysis. | Tanusree Sharma, Yujin Potter, Zachary Kilhoffer, Yun Huang, Dawn Song, Yang Wang |
| 2025 | EMNLP | AGENTVIGIL: Automatic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents. | Zhun Wang, Vincent Siu, Zhe Ye, Tianneng Shi, Yuzhou Nie, Xuandong Zhao, Chenguang Wang, Wenbo Guo, Dawn Song |
| 2025 | EMNLP | SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning. | Kaiwen Zhou, Xuandong Zhao, Jayanth Srinivasa, Gaowen Liu, Aosong Feng, Dawn Song, Xin Eric Wang |
| 2025 | ICLR | AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories. | 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 |
| 2025 | ICLR | An Undetectable Watermark for Generative Image Models. | Sam Gunn, Xuandong Zhao, Dawn Song |
| 2025 | ICLR | Tamper-Resistant Safeguards for Open-Weight LLMs. | Rishub Tamirisa, Bhrugu Bharathi, Long Phan, Andy Zhou, Alice Gatti, Tarun Suresh, Maxwell Lin, Justin Wang, Rowan Wang, Ron Arel, Andy Zou, Dawn Song, Bo Li, Dan Hendrycks, Mantas Mazeika |
| 2025 | ICLR | Data Shapley in One Training Run. | Jiachen T. Wang, Prateek Mittal, Dawn Song, Ruoxi Jia |
| 2025 | ICLR | Capturing the Temporal Dependence of Training Data Influence. | Jiachen T. Wang, Dawn Song, James Zou, Prateek Mittal, Ruoxi Jia |
| 2025 | ICLR | Multimodal Situational Safety. | Kaiwen Zhou, Chengzhi Liu, Xuandong Zhao, Anderson Compalas, Dawn Song, Xin Eric Wang |
| 2025 | ICML | Position: Political Neutrality in AI Is Impossible - But Here Is How to Approximate It. | Jillian Fisher, Ruth Elisabeth Appel, Chan Young Park, Yujin Potter, Liwei Jiang, Taylor Sorensen, Shangbin Feng, Yulia Tsvetkov, Margaret E. Roberts, Jennifer Pan, Dawn Song, Yejin Choi |
| 2025 | ICML | Position: In-House Evaluation Is Not Enough. Towards Robust Third-Party Evaluation and Flaw Disclosure for General-Purpose AI. | Shayne Longpre, Kevin Klyman, Ruth Elisabeth Appel, Sayash Kapoor, Rishi Bommasani, Michelle Sahar, Sean McGregor, Avijit Ghosh, Borhane Blili-Hamelin, Nathan Butters, Alondra Nelson, Amit Elazari, Andrew Sellars, Casey John Ellis, Dane Sherrets, Dawn Song, Harley Geiger, Ilona Cohen, Lauren McIlvenny, Madhulika Srikumar, Mark M. Jaycox, Markus Anderljung, Nadine Farid Johnson, Nicholas Carlini, Nicolas Miailhe, Nik Marda, Peter Henderson, Rebecca S. Portnoff, Rebecca Weiss, Victoria Westerhoff, Yacine Jernite, Rumman Chowdhury, Percy Liang, Arvind Narayanan |
| 2025 | ICML | GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning. | Zhen Xiang, Linzhi Zheng, Yanjie Li, Junyuan Hong, Qinbin Li, Han Xie, Jiawei Zhang, Zidi Xiong, Chulin Xie, Carl Yang, Dawn Song, Bo Li |
| 2025 | ICML | Position: Formal Mathematical Reasoning - A New Frontier in AI. | Kaiyu Yang, Gabriel Poesia, Jingxuan He, Wenda Li, Kristin E. Lauter, Swarat Chaudhuri, Dawn Song |
| 2025 | ICML | Improving LLM Safety Alignment with Dual-Objective Optimization. | Xuandong Zhao, Will Cai, Tianneng Shi, David Huang, Licong Lin, Song Mei, Dawn Song |
| 2025 | IJCNLP | The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1. | Kaiwen Zhou, Chengzhi Liu, Xuandong Zhao, Shreedhar Jangam, Jayanth Srinivasa, Gaowen Liu, Dawn Song, Xin Eric Wang |
| 2025 | SP | DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks. | Yupei Liu, Yuqi Jia, Jinyuan Jia, Dawn Song, Neil Zhenqiang Gong |
| 2025 | SP | SoK: Watermarking for AI-Generated Content. | Xuandong Zhao, Sam Gunn, Miranda Christ, Jaiden Fairoze, Andrs Fbrega, Nicholas Carlini, Sanjam Garg, Sanghyun Hong, Milad Nasr, Florian Tramr, Somesh Jha, Lei Li, Yu-Xiang Wang, Dawn Song |
| 2024 | ACL | Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning. | Eric Pasewark, Kyle Montgomery, Kefei Duan, Dawn Song, Chenguang Wang |
| 2024 | AsiaCCS | Ratel: MPC-extensions for Smart Contracts. | Yunqi Li, Kyle Soska, Zhen Huang, Sylvain Bellemare, Mikerah Quintyne-Collins, Lun Wang, Xiaoyuan Liu, Dawn Song, Andrew Miller |
| 2024 | CHI | "I Can't Believe It's Not Custodial!": Usable Trustless Decentralized Key Management. | Tanusree Sharma, Vivek C. Nair, Henry Wang, Yang Wang, Dawn Song |
| 2024 | EMNLP | BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models. | Yi Zeng, Weiyu Sun, Tran Ngoc Huynh, Dawn Song, Bo Li, Ruoxi Jia |
| 2024 | EMNLP | Hidden Persuaders: LLMs' Political Leaning and Their Influence on Voters. | Yujin Potter, Shiyang Lai, Junsol Kim, James Evans, Dawn Song |
| 2024 | ICLR | The False Promise of Imitating Proprietary Language Models. | Arnav Gudibande, Eric Wallace, Charlie Snell, Xinyang Geng, Hao Liu, Pieter Abbeel, Sergey Levine, Dawn Song |
| 2024 | ICLR | Effective and Efficient Federated Tree Learning on Hybrid Data. | Qinbin Li, Chulin Xie, Xiaojun Xu, Xiaoyuan Liu, Ce Zhang, Bo Li, Bingsheng He, Dawn Song |
| 2024 | ICML | GRATH: Gradual Self-Truthifying for Large Language Models. | Weixin Chen, Dawn Song, Bo Li |
| 2024 | ICML | Agent Instructs Large Language Models to be General Zero-Shot Reasoners. | Nicholas Crispino, Kyle Montgomery, Fankun Zeng, Dawn Song, Chenguang Wang |
| 2024 | ICML | Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression. | Junyuan Hong, Jinhao Duan, Chenhui Zhang, Zhangheng Li, Chulin Xie, Kelsey Lieberman, James Diffenderfer, Brian R. Bartoldson, Ajay Kumar Jaiswal, Kaidi Xu, Bhavya Kailkhura, Dan Hendrycks, Dawn Song, Zhangyang Wang, Bo Li |
| 2024 | ICML | C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models. | Mintong Kang, Nezihe Merve Grel, Ning Yu, Dawn Song, Bo Li |
| 2024 | ICML | Position: On the Societal Impact of Open Foundation Models. | Sayash Kapoor, Rishi Bommasani, Kevin Klyman, Shayne Longpre, Ashwin Ramaswami, Peter Cihon, Aspen K. 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 |
| 2024 | ICML | Position: Evolving AI Collectives Enhance Human Diversity and Enable Self-Regulation. | Shiyang Lai, Yujin Potter, Junsol Kim, Richard Zhuang, Dawn Song, James Evans |
| 2024 | ICML | SHINE: Shielding Backdoors in Deep Reinforcement Learning. | Zhuowen Yuan, Wenbo Guo, Jinyuan Jia, Bo Li, Dawn Song |
| 2024 | ICML | RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content. | Zhuowen Yuan, Zidi Xiong, Yi Zeng, Ning Yu, Ruoxi Jia, Dawn Song, Bo Li |
| 2024 | NDSS | TextGuard: Provable Defense against Backdoor Attacks on Text Classification. | Hengzhi Pei, Jinyuan Jia, Wenbo Guo, Bo Li, Dawn Song |
| 2024 | VR | Deep Motion Masking for Secure, Usable, and Scalable Real-Time Anonymization of Ecological Virtual Reality Motion Data. | Vivek Nair, Wenbo Guo, James F. O'Brien, Louis B. Rosenberg, Dawn Song |
| 2024 | VR | Inferring Private Personal Attributes of Virtual Reality Users from Ecologically Valid Head and Hand Motion Data. | 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 |
| 2024 | SP | SoK: Privacy-Preserving Data Synthesis. | Yuzheng Hu, Fan Wu, Qinbin Li, Yunhui Long, Gonzalo Munilla Garrido, Chang Ge, Bolin Ding, David A. Forsyth, Bo Li, Dawn Song |
| 2024 | SP | Pianist: Scalable zkRollups via Fully Distributed Zero-Knowledge Proofs. | Tianyi Liu, Tiancheng Xie, Jiaheng Zhang, Dawn Song, Yupeng Zhang |
| 2024 | SP | Specular: Towards Secure, Trust-minimized Optimistic Blockchain Execution. | Zhe Ye, Ujval Misra, Jiajun Cheng, Wenyang Zhou, Dawn Song |
| 2023 | AISTATS | Byzantine-Robust Federated Learning with Optimal Statistical Rates. | Banghua Zhu, Lun Wang, Qi Pang, Shuai Wang, Jiantao Jiao, Dawn Song, Michael I. Jordan |
| 2023 | CVPR | TrojDiff: Trojan Attacks on Diffusion Models with Diverse Targets. | Weixin Chen, Dawn Song, Bo Li |
| 2023 | ICLR | DensePure: Understanding Diffusion Models for Adversarial Robustness. | Chaowei Xiao, Zhongzhu Chen, Kun Jin, Jiongxiao Wang, Weili Nie, Mingyan Liu, Anima Anandkumar, Bo Li, Dawn Song |
| 2023 | ICML | Adversarial Collaborative Learning on Non-IID Features. | Qinbin Li, Bingsheng He, Dawn Song |
| 2023 | ICML | Secure Federated Correlation Test and Entropy Estimation. | Qi Pang, Lun Wang, Shuai Wang, Wenting Zheng, Dawn Song |
| 2023 | UIST | Going Incognito in the Metaverse: Achieving Theoretically Optimal Privacy-Usability Tradeoffs in VR. | Vivek C. Nair, Gonzalo Munilla Garrido, Dawn Song |
| 2023 | SP | SoK: Decentralized Finance (DeFi) Attacks. | Liyi Zhou, Xihan Xiong, Jens Ernstberger, Stefanos Chaliasos, Zhipeng Wang, Ye Wang, Kaihua Qin, Roger Wattenhofer, Dawn Song, Arthur Gervais |
| 2022 | ACL | DeepStruct: Pretraining of Language Models for Structure Prediction. | Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song |
| 2022 | CCS | Cerberus: A Formal Approach to Secure and Efficient Enclave Memory Sharing. | Dayeol Lee, Kevin Cheang, Alexander Thomas, Catherine Lu, Pranav Gaddamadugu, Anjo Vahldiek-Oberwagner, Mona Vij, Dawn Song, Sanjit A. Seshia, Krste Asanovic |
| 2022 | CCS | ConsensusDay '22: ACM Workshop on Developments in Consensus. | Jorge M. Soares, Dawn Song, Marko Vukolic |
| 2022 | CCS | zkBridge: Trustless Cross-chain Bridges Made Practical. | Tiancheng Xie, Jiaheng Zhang, Zerui Cheng, Fan Zhang, Yupeng Zhang, Yongzheng Jia, Dan Boneh, Dawn Song |
| 2022 | COLING | Joint Language Semantic and Structure Embedding for Knowledge Graph Completion. | Jianhao Shen, Chenguang Wang, Linyuan Gong, Dawn Song |
| 2022 | CRYPTO | Orion: Zero Knowledge Proof with Linear Prover Time. | Tiancheng Xie, Yupeng Zhang, Dawn Song |
| 2022 | CVPR | PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures. | Dan Hendrycks, Andy Zou, Mantas Mazeika, Leonard Tang, Bo Li, Dawn Song, Jacob Steinhardt |
| 2022 | EMNLP | IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models. | Chenguang Wang, Xiao Liu, Dawn Song |
| 2022 | EMNLP | Benchmarking Language Models for Code Syntax Understanding. | Da Shen, Xinyun Chen, Chenguang Wang, Koushik Sen, Dawn Song |
| 2022 | EMNLP | PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion. | Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song |
| 2022 | ICLR | Differentially Private Fractional Frequency Moments Estimation with Polylogarithmic Space. | Lun Wang, Iosif Pinelis, Dawn Song |
| 2022 | ICML | Scaling Out-of-Distribution Detection for Real-World Settings. | Dan Hendrycks, Steven Basart, Mantas Mazeika, Andy Zou, Joseph Kwon, Mohammadreza Mostajabi, Jacob Steinhardt, Dawn Song |
| 2022 | UAI | Perturbation type categorization for multiple adversarial perturbation robustness. | Pratyush Maini, Xinyun Chen, Bo Li, Dawn Song |
| 2022 | SP | Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models. | Jialuo Chen, Jingyi Wang, Tinglan Peng, Youcheng Sun, Peng Cheng, Shouling Ji, Xingjun Ma, Bo Li, Dawn Song |
| 2021 | ACL | PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context. | Xinyun Chen, Linyuan Gong, Alvin Cheung, Dawn Song |
| 2021 | AsiaCCS | REFIT: A Unified Watermark Removal Framework For Deep Learning Systems With Limited Data. | Xinyun Chen, Wenxiao Wang, Chris Bender, Yiming Ding, Ruoxi Jia, Bo Li, Dawn Song |
| 2021 | CCS | Towards Building a Responsible Data Economy. | Dawn Song |
| 2021 | CCS | Doubly Efficient Interactive Proofs for General Arithmetic Circuits with Linear Prover Time. | Jiaheng Zhang, Tianyi Liu, Weijie Wang, Yinuo Zhang, Dawn Song, Xiang Xie, Yupeng Zhang |
| 2021 | CVPR | Natural Adversarial Examples. | Dan Hendrycks, Kevin Zhao, Steven Basart, Jacob Steinhardt, Dawn Song |
| 2021 | CVPR | Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification? | Ruoxi Jia, Fan Wu, Xuehui Sun, Jiacen Xu, David Dao, Bhavya Kailkhura, Ce Zhang, Bo Li, Dawn Song |
| 2021 | CVPR | Model-Contrastive Federated Learning. | Qinbin Li, Bingsheng He, Dawn Song |
| 2021 | EMNLP | Grounded Graph Decoding improves Compositional Generalization in Question Answering. | Yu Gai, Paras Jain, Wendi Zhang, Joseph Gonzalez, Dawn Song, Ion Stoica |
| 2021 | EMNLP | Zero-Shot Information Extraction as a Unified Text-to-Triple Translation. | Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song |
| 2021 | ICCV | The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization. | Dan Hendrycks, Steven Basart, Norman Mu, Saurav Kadavath, Frank Wang, Evan Dorundo, Rahul Desai, Tyler Zhu, Samyak Parajuli, Mike Guo, Dawn Song, Jacob Steinhardt, Justin Gilmer |
| 2021 | ICDE | A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence. | Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Haoyuan Liu, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song |
| 2021 | ICDE | Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence. | Peng Gao, Fei Shao, Xiaoyuan Liu, Xusheng Xiao, Zheng Qin, Fengyuan Xu, Prateek Mittal, Sanjeev R. Kulkarni, Dawn Song |
| 2021 | ICLR | Aligning AI With Shared Human Values. | Dan Hendrycks, Collin Burns, Steven Basart, Andrew Critch, Jerry Li, Dawn Song, Jacob Steinhardt |
| 2021 | ICLR | Measuring Massive Multitask Language Understanding. | Dan Hendrycks, Collin Burns, Steven Basart, Andy Zou, Mantas Mazeika, Dawn Song, Jacob Steinhardt |
| 2021 | ICML | TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models. | Zhuohan Li, Siyuan Zhuang, Shiyuan Guo, Danyang Zhuo, Hao Zhang, Dawn Song, Ion Stoica |
| 2021 | IJCAI | Practical One-Shot Federated Learning for Cross-Silo Setting. | Qinbin Li, Bingsheng He, Dawn Song |
| 2021 | IJCAI | BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning. | Lun Wang, Zaynah Javed, Xian Wu, Wenbo Guo, Xinyu Xing, Dawn Song |
| 2021 | SIGMOD | A System for Automated Open-Source Threat Intelligence Gathering and Management. | Peng Gao, Xiaoyuan Liu, Edward Choi, Bhavna Soman, Chinmaya Mishra, Kate Farris, Dawn Song |
| 2020 | ACL | Pretrained Transformers Improve Out-of-Distribution Robustness. | Dan Hendrycks, Xiaoyuan Liu, Eric Wallace, Adam Dziedzic, Rishabh Krishnan, Dawn Song |
| 2020 | CCS | AI and Security: Lessons, Challenges and Future Directions. | Dawn Song |
| 2020 | CCS | Zero Knowledge Proofs for Decision Tree Predictions and Accuracy. | Jiaheng Zhang, Zhiyong Fang, Yupeng Zhang, Dawn Song |
| 2020 | CVPR | The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks. | Yuheng Zhang, Ruoxi Jia, Hengzhi Pei, Wenxiao Wang, Bo Li, Dawn Song |
| 2020 | EMNLP | Imitation Attacks and Defenses for Black-box Machine Translation Systems. | Eric Wallace, Mitchell Stern, Dawn Song |
| 2020 | EuroSys | Keystone: an open framework for architecting trusted execution environments. | Dayeol Lee, David Kohlbrenner, Shweta Shinde, Krste Asanovic, Dawn Song |
| 2020 | ICDM | Towards Inspecting and Eliminating Trojan Backdoors in Deep Neural Networks. | Wenbo Guo, Lun Wang, Yan Xu, Xinyu Xing, Min Du, Dawn Song |
| 2020 | ICLR | Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading Comprehension. | Xinyun Chen, Chen Liang, Adams Wei Yu, Denny Zhou, Dawn Song, Quoc V. Le |
| 2020 | ICLR | Robust anomaly detection and backdoor attack detection via differential privacy. | Min Du, Ruoxi Jia, Dawn Song |
| 2020 | SIGMOD | FalconDB: Blockchain-based Collaborative Database. | Yanqing Peng, Min Du, Feifei Li, Raymond Cheng, Dawn Song |
| 2020 | SP | Transparent Polynomial Delegation and Its Applications to Zero Knowledge Proof. | Jiaheng Zhang, Tiancheng Xie, Yupeng Zhang, Dawn Song |
| 2019 | AFT | Impossibility of Full Decentralization in Permissionless Blockchains. | Yujin Kwon, Jian Liu, Minjeong Kim, Dawn Song, Yongdae Kim |
| 2019 | AISTATS | Towards Efficient Data Valuation Based on the Shapley Value. | Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Grel, Bo Li, Ce Zhang, Dawn Song, Costas J. Spanos |
| 2019 | CCS | Lifelong Anomaly Detection Through Unlearning. | Min Du, Zhi Chen, Chang Liu, Rajvardhan Oak, Dawn Song |
| 2019 | CCS | CHURP: Dynamic-Committee Proactive Secret Sharing. | Sai Krishna Deepak Maram, Fan Zhang, Lun Wang, Andrew Low, Yupeng Zhang, Ari Juels, Dawn Song |
| 2019 | CCS | Detecting Fake Accounts in Online Social Networks at the Time of Registrations. | Dong Yuan, Yuanli Miao, Neil Zhenqiang Gong, Zheng Yang, Qi Li, Dawn Song, Qian Wang, Xiao Liang |
| 2019 | CRYPTO | Libra: Succinct Zero-Knowledge Proofs with Optimal Prover Computation. | Tiancheng Xie, Jiaheng Zhang, Yupeng Zhang, Charalampos Papamanthou, Dawn Song |
| 2019 | DATE | Sanctorum: A lightweight security monitor for secure enclaves. | Ilia A. Lebedev, Kyle Hogan, Jules Drean, David Kohlbrenner, Dayeol Lee, Krste Asanovic, Dawn Song, Srinivas Devadas |
| 2019 | ICCV | AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos. | Chaowei Xiao, Ruizhi Deng, Bo Li, Taesung Lee, Benjamin Edwards, Jinfeng Yi, Dawn Song, Mingyan Liu, Ian M. Molloy |
| 2019 | ICLR | Execution-Guided Neural Program Synthesis. | Xinyun Chen, Chang Liu, Dawn Song |
| 2019 | ICLR | GamePad: A Learning Environment for Theorem Proving. | Daniel Huang, Prafulla Dhariwal, Dawn Song, Ilya Sutskever |
| 2019 | ICLR | Synthetic Datasets for Neural Program Synthesis. | Richard Shin, Neel Kant, Kavi Gupta, Chris Bender, Brandon Trabucco, Rishabh Singh, Dawn Song |
| 2019 | ICLR | Characterizing Audio Adversarial Examples Using Temporal Dependency. | Zhuolin Yang, Bo Li, Pin-Yu Chen, Dawn Song |
| 2019 | KDD | Characterizing and Detecting Malicious Accounts in Privacy-Centric Mobile Social Networks: A Case Study. | Zenghua Xia, Chang Liu, Neil Zhenqiang Gong, Qi Li, Yong Cui, Dawn Song |
| 2019 | VLDB | Data Capsule: A New Paradigm for Automatic Compliance with Data Privacy Regulations. | Lun Wang, Joseph P. Near, Neel Somani, Peng Gao, Andrew Low, David Dao, Dawn Song |
| 2019 | SP | Towards Practical Differentially Private Convex Optimization. | Roger Iyengar, Joseph P. Near, Dawn Song, Om Thakkar, Abhradeep Thakurta, Lun Wang |
| 2018 | CCS | DeepMem: Learning Graph Neural Network Models for Fast and Robust Memory Forensic Analysis. | Wei Song, Heng Yin, Chang Liu, Dawn Song |
| 2018 | CVPR | Robust Physical-World Attacks on Deep Learning Visual Classification. | Kevin Eykholt, Ivan Evtimov, Earlence Fernandes, Bo Li, Amir Rahmati, Chaowei Xiao, Atul Prakash, Tadayoshi Kohno, Dawn Song |
| 2018 | CVPR | Fooling Vision and Language Models Despite Localization and Attention Mechanism. | Xiaojun Xu, Xinyun Chen, Chang Liu, Anna Rohrbach, Trevor Darrell, Dawn Song |
| 2018 | ECCV | Practical Black-Box Attacks on Deep Neural Networks Using Efficient Query Mechanisms. | Arjun Nitin Bhagoji, Warren He, Bo Li, Dawn Song |
| 2018 | ECCV | Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation. | Chaowei Xiao, Ruizhi Deng, Bo Li, Fisher Yu, Mingyan Liu, Dawn Song |
| 2018 | ICLR | Black-box Attacks on Deep Neural Networks via Gradient Estimation. | Arjun Nitin Bhagoji, Warren He, Bo Li, Dawn Song |
| 2018 | ICLR | Towards Synthesizing Complex Programs From Input-Output Examples. | Xinyun Chen, Chang Liu, Dawn Song |
| 2018 | ICLR | Tree-to-tree Neural Networks for Program Translation. | Xinyun Chen, Chang Liu, Dawn Song |
| 2018 | ICLR | Parametrized Hierarchical Procedures for Neural Programming. | Roy Fox, Richard Shin, Sanjay Krishnan, Ken Goldberg, Dawn Song, Ion Stoica |
| 2018 | ICLR | Decision Boundary Analysis of Adversarial Examples. | Warren He, Bo Li, Dawn Song |
| 2018 | ICLR | Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality. | Xingjun Ma, Bo Li, Yisen Wang, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Grant Schoenebeck, Dawn Song, Michael E. Houle, James Bailey |
| 2018 | ICLR | Gradients explode - Deep Networks are shallow - ResNet explained. | George Philipp, Dawn Song, Jaime G. Carbonell |
| 2018 | ICLR | Differentiable Neural Network Architecture Search. | Richard Shin, Charles Packer, Dawn Song |
| 2018 | ICLR | Towards Specification-Directed Program Repair. | Richard Shin, Illia Polosukhin, Dawn Song |
| 2018 | ICLR | Spatially Transformed Adversarial Examples. | Chaowei Xiao, Jun-Yan Zhu, Bo Li, Warren He, Mingyan Liu, Dawn Song |
| 2018 | IJCAI | Curriculum Adversarial Training. | Qi-Zhi Cai, Chang Liu, Dawn Song |
| 2018 | IJCAI | Generating Adversarial Examples with Adversarial Networks. | Chaowei Xiao, Bo Li, Jun-Yan Zhu, Warren He, Mingyan Liu, Dawn Song |
| 2018 | ISSTA | PerfFuzz: automatically generating pathological inputs. | Caroline Lemieux, Rohan Padhye, Koushik Sen, Dawn Song |
| 2018 | SP | Adversarial Examples for Generative Models. | Jernej Kos, Ian Fischer, Dawn Song |
| 2018 | SP | A Machine Learning Approach to Prevent Malicious Calls over Telephony Networks. | Huichen Li, Xiaojun Xu, Chang Liu, Teng Ren, Kun Wu, Xuezhi Cao, Weinan Zhang, Yong Yu, Dawn Song |
| 2017 | CCS | Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection. | Xiaojun Xu, Chang Liu, Qian Feng, Heng Yin, Le Song, Dawn Song |
| 2017 | ICDCS | PIANO: Proximity-Based User Authentication on Voice-Powered Internet-of-Things Devices. | Neil Zhenqiang Gong, Altay Ozen, Yu Wu, Xiaoyu Cao, Richard Shin, Dawn Song, Hongxia Jin, Xuan Bao |
| 2017 | ICLR | Making Neural Programming Architectures Generalize via Recursion. | Jonathon Cai, Richard Shin, Dawn Song |
| 2017 | ICLR | Delving into adversarial attacks on deep policies. | Jernej Kos, Dawn Song |
| 2017 | ICLR | Delving into Transferable Adversarial Examples and Black-box Attacks. | Yanpei Liu, Xinyun Chen, Chang Liu, Dawn Song |
| 2016 | CCS | Smart Locks: Lessons for Securing Commodity Internet of Things Devices. | Grant Ho, Derek Leung, Pratyush Mishra, Ashkan Hosseini, Dawn Song, David A. Wagner |
| 2016 | CCS | The Honey Badger of BFT Protocols. | Andrew Miller, Yu Xia, Kyle Croman, Elaine Shi, Dawn Song |
| 2016 | FC | On Scaling Decentralized Blockchains - (A Position Paper). | Kyle Croman, Christian Decker, Ittay Eyal, Adem Efe Gencer, Ari Juels, Ahmed E. Kosba, Andrew Miller, Prateek Saxena, Elaine Shi, Emin Gn Sirer, Dawn Song, Roger Wattenhofer |
| 2016 | FMCAD | Formal verification for computer security: Lessons learned and future directions. | Dawn Song |
| 2016 | ICDM | ExploreKit: Automatic Feature Generation and Selection. | Gilad Katz, Eui Chul Richard Shin, Dawn Song |
| 2016 | NDSS | VTrust: Regaining Trust on Virtual Calls. | Chao Zhang, Dawn Song, Scott A. Carr, Mathias Payer, Tongxin Li, Yu Ding, Chengyu Song |
| 2015 | HotOS | ASPIRE: Iterative Specification Synthesis for Security. | Kevin Zhijie Chen, Warren He, Devdatta Akhawe, Vijay D'Silva, Prateek Mittal, Dawn Song |
| 2015 | INFOCOM | JITScope: Protecting web users from control-flow hijacking attacks. | Chao Zhang, Mehrdad Niknami, Kevin Zhijie Chen, Chengyu Song, Zhaofeng Chen, Dawn Song |
| 2015 | NDSS | VTint: Protecting Virtual Function Tables' Integrity. | Chao Zhang, Chengyu Song, Kevin Zhijie Chen, Zhaofeng Chen, Dawn Song |
| 2014 | OSDI | Code-Pointer Integrity. | Volodymyr Kuznetsov, Laszlo Szekeres, Mathias Payer, George Candea, R. Sekar, Dawn Song |
| 2013 | CCS | PHANTOM: practical oblivious computation in a secure processor. | Martin Maas, Eric Love, Emil Stefanov, Mohit Tiwari, Elaine Shi, Krste Asanovic, John Kubiatowicz, Dawn Song |
| 2013 | ESORICS | Data-Confined HTML5 Applications. | Devdatta Akhawe, Frank Li, Warren He, Prateek Saxena, Dawn Song |
| 2013 | ESORICS | HI-CFG: Construction by Binary Analysis and Application to Attack Polymorphism. | Dan Caselden, Alex Bazhanyuk, Mathias Payer, Stephen McCamant, Dawn Song |
| 2013 | INFOCOM | NetworkProfiler: Towards automatic fingerprinting of Android apps. | Shuaifu Dai, Alok Tongaonkar, Xiaoyin Wang, Antonio Nucci, Dawn Song |
| 2013 | PAM | Understanding Mobile App Usage Patterns Using In-App Advertisements. | Alok Tongaonkar, Shuaifu Dai, Antonio Nucci, Dawn Song |
| 2013 | SP | SoK: Eternal War in Memory. | Laszlo Szekeres, Mathias Payer, Tao Wei, Dawn Song |
| 2013 | SP | Practical Control Flow Integrity and Randomization for Binary Executables. | Chao Zhang, Tao Wei, Zhaofeng Chen, Lei Duan, Laszlo Szekeres, Stephen McCamant, Dawn Song, Wei Zou |
| 2012 | ASPLOS | Path-exploration lifting: hi-fi tests for lo-fi emulators. | Lorenzo Martignoni, Stephen McCamant, Pongsin Poosankam, Dawn Song, Petros Maniatis |
| 2012 | DIMVA | Juxtapp: A Scalable System for Detecting Code Reuse among Android Applications. | Steve Hanna, Ling Huang, Edward XueJun Wu, Saung Li, Charles Chen, Dawn Song |
| 2012 | ESA | Optimal Lower Bound for Differentially Private Multi-party Aggregation. | T.-H. Hubert Chan, Elaine Shi, Dawn Song |
| 2012 | FC | Privacy-Preserving Stream Aggregation with Fault Tolerance. | T.-H. Hubert Chan, Elaine Shi, Dawn Song |
| 2012 | ICDM | Mining Permission Request Patterns from Android and Facebook Applications. | Mario Frank, Ben Dong, Adrienne Porter Felt, Dawn Song |
| 2012 | ICMLA | Predicting Congressional Votes Based on Campaign Finance Data. | Samuel Smith, Jae Yeon (Claire) Baek, Zhaoyi Kang, Dawn Song, Laurent El Ghaoui, Mario Frank |
| 2012 | IMC | Evolution of social-attribute networks: measurements, modeling, and implications using google+. | Neil Zhenqiang Gong, Wenchang Xu, Ling Huang, Prateek Mittal, Emil Stefanov, Vyas Sekar, Dawn Song |
| 2012 | Mobisys | Opaak: using mobile phones to limit anonymous identities online. | Gabriel Maganis, Elaine Shi, Hao Chen, Dawn Song |
| 2012 | PKC | Policy-Enhanced Private Set Intersection: Sharing Information While Enforcing Privacy Policies. | Emil Stefanov, Elaine Shi, Dawn Song |
| 2012 | SIGMOD | GUPT: privacy preserving data analysis made easy. | Prashanth Mohan, Abhradeep Thakurta, Elaine Shi, Dawn Song, David E. Culler |
| 2012 | SP | On the Feasibility of Internet-Scale Author Identification. | Arvind Narayanan, Hristo S. Paskov, Neil Zhenqiang Gong, John Bethencourt, Emil Stefanov, Eui Chul Richard Shin, Dawn Song |
| 2012 | USENIX | Cloud Terminal: Secure Access to Sensitive Applications from Untrusted Systems. | Lorenzo Martignoni, Pongsin Poosankam, Matei Zaharia, Jun Han, Stephen McCamant, Dawn Song, Vern Paxson, Adrian Perrig, Scott Shenker, Ion Stoica |
| 2011 | CAV | Malware Analysis with Tree Automata Inference. | Domagoj Babic, Daniel Reynaud, Dawn Song |
| 2011 | CCS | Android permissions demystified. | Adrienne Porter Felt, Erika Chin, Steve Hanna, Dawn Song, David A. Wagner |
| 2011 | CCS | Context-sensitive auto-sanitization in web templating languages using type qualifiers. | Mike Samuel, Prateek Saxena, Dawn Song |
| 2011 | ESORICS | A Systematic Analysis of XSS Sanitization in Web Application Frameworks. | Joel Weinberger, Prateek Saxena, Devdatta Akhawe, Matthew Finifter, Eui Chul Richard Shin, Dawn Song |
| 2011 | HotOS | Do You Know Where Your Data Are? Secure Data Capsules for Deployable Data Protection. | Petros Maniatis, Devdatta Akhawe, Kevin R. Fall, Elaine Shi, Dawn Song |
| 2011 | IMC | Suspended accounts in retrospect: an analysis of twitter spam. | Kurt Thomas, Chris Grier, Dawn Song, Vern Paxson |
| 2011 | ISSTA | Statically-directed dynamic automated test generation. | Domagoj Babic, Lorenzo Martignoni, Stephen McCamant, Dawn Song |
| 2011 | NDSS | DTA++: Dynamic Taint Analysis with Targeted Control-Flow Propagation. | Min Gyung Kang, Stephen McCamant, Pongsin Poosankam, Dawn Song |
| 2011 | NDSS | Privacy-Preserving Aggregation of Time-Series Data. | Elaine Shi, T.-H. Hubert Chan, Eleanor Gilbert Rieffel, Richard Chow, Dawn Song |
| 2011 | PERCOM | Privacy settings from contextual attributes: A case study using Google Buzz. | Daisuke Mashima, Prateek Sarkar, Elaine Shi, Chris Li, Richard Chow, Dawn Song |
| 2011 | SP | Differential Slicing: Identifying Causal Execution Differences for Security Applications. | Noah M. Johnson, Juan Caballero, Kevin Zhijie Chen, Stephen McCamant, Pongsin Poosankam, Daniel Reynaud, Dawn Song |
| 2011 | SP | Design and Evaluation of a Real-Time URL Spam Filtering Service. | Kurt Thomas, Chris Grier, Justin Ma, Vern Paxson, Dawn Song |
| 2010 | CCS | Input generation via decomposition and re-stitching: finding bugs in Malware. | Juan Caballero, Pongsin Poosankam, Stephen McCamant, Domagoj Babic, Dawn Song |
| 2010 | CCS | Inference and analysis of formal models of botnet command and control protocols. | Chia Yuan Cho, Domagoj Babic, Eui Chul Richard Shin, Dawn Song |
| 2010 | FC | A Learning-Based Approach to Reactive Security. | Adam Barth, Benjamin I. P. Rubinstein, Mukund Sundararajan, John C. Mitchell, Dawn Song, Peter L. Bartlett |
| 2010 | FC | Signatures of Reputation. | John Bethencourt, Elaine Shi, Dawn Song |
| 2010 | ICALP | Private and Continual Release of Statistics. | T.-H. Hubert Chan, Elaine Shi, Dawn Song |
| 2010 | NDSS | Binary Code Extraction and Interface Identification for Security Applications. | Juan Caballero, Noah M. Johnson, Stephen McCamant, Dawn Song |
| 2010 | NDSS | FLAX: Systematic Discovery of Client-side Validation Vulnerabilities in Rich Web Applications. | Prateek Saxena, Steve Hanna, Pongsin Poosankam, Dawn Song |
| 2010 | SP | A Symbolic Execution Framework for JavaScript. | Prateek Saxena, Devdatta Akhawe, Steve Hanna, Feng Mao, Stephen McCamant, Dawn Song |
| 2009 | CCS | Emulating emulation-resistant malware. | Min Gyung Kang, Heng Yin, Steve Hanna, Stephen McCamant, Dawn Song |
| 2009 | ISSTA | Loop-extended symbolic execution on binary programs. | Prateek Saxena, Pongsin Poosankam, Stephen McCamant, Dawn Song |
| 2009 | NDSS | Document Structure Integrity: A Robust Basis for Cross-site Scripting Defense. | Yacin Nadji, Prateek Saxena, Dawn Song |
| 2009 | PLDI | Measuring channel capacity to distinguish undue influence. | James Newsome, Stephen McCamant, Dawn Song |
| 2009 | RAID | Towards Generating High Coverage Vulnerability-Based Signatures with Protocol-Level Constraint-Guided Exploration. | Juan Caballero, Zhenkai Liang, Pongsin Poosankam, Dawn Song |
| 2009 | SP | Secure Content Sniffing for Web Browsers, or How to Stop Papers from Reviewing Themselves. | Adam Barth, Juan Caballero, Dawn Song |
| 2008 | NDSS | Analysis-Resistant Malware. | John Bethencourt, Dawn Song, Brent Waters |
| 2008 | NDSS | Would Diversity Really Increase the Robustness of the Routing Infrastructure against Software Defects? | Juan Caballero, Theocharis Kampouris, Dawn Song, Jia Wang |
| 2008 | NDSS | Limits of Learning-based Signature Generation with Adversaries. | Shobha Venkataraman, Avrim Blum, Dawn Song |
| 2008 | NDSS | HookFinder: Identifying and Understanding Malware Hooking Behaviors. | Heng Yin, Zhenkai Liang, Dawn Song |
| 2006 | HOTNETS | Black Box Anomaly Detection: Is It Utopian?. | Shobha Venkataraman, Juan Caballero, Dawn Song, Avrim Blum, Jennifer Yates |