Dawn Song — all works
- Duet: an expressive higher-order language and linear type system for statically enforcing differential privacy ↗Proceedings of the ACM on Programming Languages · no summary yetJoseph P. Near et al.2019 · 33 citations
- HookScout: Proactive Binary-Centric Hook Detection ↗Lecture notes in computer science · no summary yetHeng Yin et al.2010 · 33 citations
- SoK: Data Sovereignty ↗IEEE European Symposium on Security and Privacy · no summary yetJens Ernstberger et al.2023 · 32 citations
- Towards client-side HTML security policies ↗no summary yetJoel Weinberger, Adam Barth, Dawn Xiaodong Song2011 · 32 citations
- An Illusion of Progress? Assessing the Current State of Web Agents ↗arXiv (Cornell University) · no summary yetXue, Tianci et al.2025 · 31 citations
- The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1International Joint Conference on Natural Language Processing (IJCNLP)Kaiwen Zhou, Chengzhi Liu, Xuandong Zhao, et al.2025 · 30 citations
- SoK: Privacy-Preserving Data Synthesis ↗Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy · no summary yetYuzheng Hu et al.2024 · 30 citations
- ThreatKG: An AI-Powered System for Automated Open-Source Cyber Threat Intelligence Gathering and Management ↗arXiv:2212.10388 · no summary yetPeng Gao et al.2023 · 30 citations
- What Would Jiminy Cricket Do? Towards Agents That Behave Morally ↗arXiv (Cornell University) · no summary yetDan Hendrycks et al.2021 · 30 citations
- Synthetic Datasets for Neural Program Synthesis ↗arXiv (Cornell University) · no summary yetRichard Shin et al.2019 · 30 citations
- Towards Generating High Coverage Vulnerability-Based Signatures with Protocol-Level Constraint-Guided Exploration ↗Lecture notes in computer science · no summary yetJuan Caballero et al.2009 · 30 citations
- Design space and analysis of worm defense strategies ↗ACM Symposium on Information, Computer and Communications Security · no summary yetDavid Brumley et al.2006 · 30 citations
- Joint Language Semantic and Structure Embedding for Knowledge Graph Completion ↗Proceedings of the 29th International Conference on Computational Linguistics · no summary yetJianhao Shen et al.2022 · 29 citations
- Malware Detection ↗Advances in information security · no summary yetMihai Christodorescu et al.2007 · 29 citations
- BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetYi Zeng et al.2024 · 28 citations
- Data-Confined HTML5 Applications ↗Lecture notes in computer science · no summary yetDevdatta Akhawe et al.2013 · 28 citations
- Theory and Techniques for Automatic Generation of Vulnerability-Based Signatures ↗IEEE Transactions on Dependable and Secure Computing · no summary yetDavid Brumley et al.2008 · 28 citations
- RedCode: Risky Code Execution and Generation Benchmark for Code Agents ↗neural information processing systems · no summary yetChengquan Guo et al.2024 · 27 citations
- Anomalous Instance Detection in Deep Learning: A Survey. ↗arXiv (Cornell University) · no summary yetSaikiran Bulusu et al.2020 · 27 citations
- Evolution of patterns on Conus shells ↗Proceedings of the National Academy of Sciences · no summary yetZhenqiang Gong et al.2012 · 26 citations
- Advancing science- and evidence-based AI policy ↗Science · no summary yetRishi Bommasani et al.2025 · 25 citations
- Keystone: A Framework for Architecting TEEs. ↗arXiv (Cornell University) · no summary yetDayeol Lee et al.2019 · 25 citations
- Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression ↗arXiv (Cornell University) · no summary yetJunyuan Hong et al.2024 · 23 citations
- Do you still need a manual smart contract audit? ↗arXiv (Cornell University) · no summary yetIsaac David et al.2023 · 22 citations
- Detecting Stealthy Spreaders Using Online Outdegree Histograms ↗International Workshop on Quality of Service · no summary yetYan Gao et al.2007 · 22 citations
- D2P-Fed: Differentially Private Federated Learning With Efficient Communication ↗arXiv (Cornell University) · no summary yetLun Wang, Ruoxi Jia, Dawn Xiaodong Song2020 · 21 citations
- Opaak ↗International Conference on Mobile Systems, Applications, and Services · no summary yetGabriel Maganis et al.2012 · 21 citations
- Parametrized Hierarchical Procedures for Neural Programming ↗International Conference on Learning Representations · no summary yetRoy Fox et al.2018 · 20 citations
- Berkeley Open Extended Reality Recordings 2023 (BOXRR-23): 4.7 Million Motion Capture Recordings from 105,000 XR Users ↗IEEE Transactions on Visualization and Computer Graphics · no summary yetVivek C Nair et al.2024 · 19 citations
- RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content ↗arXiv (Cornell University) · no summary yetZhuowen Yuan et al.2024 · 19 citations
- Truth in Motion: The Unprecedented Risks and Opportunities of Extended Reality Motion Data ↗IEEE Security & Privacy · no summary yetVivek C Nair et al.2023 · 19 citations
- zkBridge: Trustless Cross-chain Bridges Made Practical ↗arXiv (Cornell University) · no summary yetXie, Tiancheng et al.2022 · 19 citations
- {DEEPVSA}: Facilitating Value-set Analysis with Deep Learning for Postmortem Program Analysis ↗USENIX Security Symposium · no summary yetWenbo Guo et al.2019 · 19 citations
- PIANO: Proximity-Based User Authentication on Voice-Powered Internet-of-Things Devices ↗IEEE International Conference on Distributed Computing Systems (ICDCS) · no summary yetNeil Zhenqiang Gong et al.2017 · 19 citations
- CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models ↗IEEE European Symposium on Security and Privacy · no summary yetYutong Cheng et al.2025 · 18 citations
- TextGuard: Provable Defense against Backdoor Attacks on Text Classification ↗Network and Distributed System Security Symposium · no summary yetHengzhi Pei et al.2024 · 18 citations
- Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry ↗Proceedings on Privacy Enhancing Technologies · no summary yetGonzalo Munilla Garrido et al.2023 · 18 citations
- DensePure: Understanding Diffusion Models towards Adversarial Robustness ↗CaltechAUTHORS (California Institute of Technology) · no summary yetChaowei Xiao et al.2022 · 18 citations
- Sanctorum: A lightweight security monitor for secure enclaves ↗Design, Automation, and Test in Europe · no summary yetIlia Lebedev et al.2019 · 18 citations
- Deep Motion Masking for Secure, Usable, and Scalable Real-Time Anonymization of Ecological Virtual Reality Motion Data ↗IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) · no summary yetVivek C Nair et al.2024 · 17 citations
- Latent Execution for Neural Program Synthesis Beyond Domain-Specific Languages ↗arXiv (Cornell University) · no summary yetXinyun Chen, Dawn Xiaodong Song, Yuandong Tian2021 · 17 citations
- Distributed Private Data Analysis ↗ACM Transactions on Algorithms · no summary yetElaine Shi et al.2017 · 17 citations
- Policy-Enhanced Private Set Intersection: Sharing Information While Enforcing Privacy Policies ↗Lecture notes in computer science · no summary yetEmil Stefanov, Elaine Shi, Dawn Xiaodong Song2012 · 17 citations
- Extracting Models of Security-Sensitive Operations using String-Enhanced White-Box Exploration on Binaries ↗no summary yetJuan Caballero et al.2009 · 17 citations
- Private Keyword-Based Push and Pull with Applications to Anonymous Communication ↗Lecture notes in computer science · no summary yetLea Kissner et al.2004 · 17 citations
- Type-Constrained Code Generation with Language Models ↗arXiv:2504.09246 · no summary yetNiels Mündler et al.2025 · 16 citations
- Characterizing and Detecting Malicious Accounts in Privacy-Centric Mobile Social Networks ↗ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · no summary yetZenghua Xia et al.2019 · 16 citations
- Practical Differential Privacy for SQL Queries Using Elastic Sensitivity. ↗no summary yetNoah M. Johnson, Joseph P. Near, Dawn Xiaodong Song2017 · 16 citations
- Transformation-aware Exploit Generation using a HI-CFG ↗no summary yetDan Caselden et al.2013 · 16 citations
- PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetXinyun Chen et al.2021 · 15 citations
- Analysis and defense of vulnerabilities in binary code ↗no summary yetDawn Xiaodong Song, David Brumley2008 · 15 citations
- GEM ↗no summary yetJames Newsome, Dawn Xiaodong Song2003 · 15 citations
- SIA ↗no summary yetBartosz Przydatek, Dawn Xiaodong Song, Adrian Perrig2003 · 15 citations
- Cerberus ↗ACM SIGSAC Conference on Computer and Communications Security (CCS) · no summary yetDayeol Lee et al.2022 · 14 citations
- Benchmarking Language Models for Code Syntax Understanding ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetDa Shen et al.2022 · 14 citations
- A Cryptanalysis of the High-Bandwidth Digital Content Protection System ↗Lecture notes in computer science · no summary yetScott A. Crosby et al.2002 · 14 citations
- Inferring Private Personal Attributes of Virtual Reality Users from Ecologically Valid Head and Hand Motion Data ↗IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) · no summary yetVivek C Nair et al.2024 · 13 citations
- Agent Instructs Large Language Models to be General Zero-Shot Reasoners ↗arXiv:2310.03710 · no summary yetNicholas Crispino et al.2023 · 13 citations
- Blockchain Large Language Models ↗arXiv (Cornell University) · no summary yetYu Lian Gai et al.2023 · 13 citations
- Building Open Trusted Execution Environments ↗IEEE Security & Privacy · no summary yetDavid Kohlbrenner et al.2020 · 13 citations
- How You Act Tells a Lot: Privacy-Leakage Attack on Deep Reinforcement Learning ↗arXiv (Cornell University) · no summary yetXinlei Pan et al.2019 · 13 citations
- Inferring Private Personal Attributes of Virtual Reality Users from Head and Hand Motion Data ↗arXiv (Cornell University) · no summary yetVivek C Nair et al.2023 · 12 citations
- End-to-end Training of Differentiable Pipelines Across Machine Learning Frameworks ↗no summary yetMitar Milutinovič et al.2017 · 12 citations
- Sting: An End-to-End Self-Healing System for Defending against Internet Worms ↗Springer eBooks · no summary yetDavid Brumley, James Newsome, Dawn Xiaodong Song2007 · 12 citations
- Theory and Techniques for Automatic Generation of Vulnerability-Based Signatures ↗no summary yetDavid Brumley et al.2006 · 12 citations
- Progent: Securing AI Agents with Privilege Control ↗arXiv (Cornell University) · no summary yetTianneng Shi et al.2025 · 11 citations
- C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models ↗arXiv (Cornell University) · no summary yetMintong Kang et al.2024 · 11 citations
- Unique Identification of 50,000+ Virtual Reality Users from Head & Hand Motion Data ↗arXiv (Cornell University) · no summary yetVivek C Nair et al.2023 · 11 citations
- CHURP: Dynamic-Committee Proactive Secret Sharing. ↗IACR Cryptology ePrint Archive · no summary yetDeepak Maram et al.2019 · 11 citations
- Chorus: Differential Privacy via Query Rewriting. ↗arXiv (Cornell University) · no summary yetNoah M. Johnson et al.2018 · 11 citations
- Sweeper ↗ACM SIGOPS Operating Systems Review · no summary yetJoseph A. Tucek et al.2007 · 11 citations
- Stimuli for Gaze Based Intrusion Detection ↗Lecture notes in electrical engineering · no summary yetRalf Biedert et al.2012 · 10 citations
- Grammar and model extraction for security applications using dynamic program binary analysis ↗no summary yetDawn Xiaodong Song, Juan Caballero Bayerri2010 · 10 citations
- SafeKey: Amplifying Aha-Moment Insights for Safety ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Kaiwen Zhou, Xuandong Zhao, Jayanth Srinivasa, et al.2025 · 9 citations
- AGENTVIGIL: Automatic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents ↗Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yetZhun Wang et al.2025 · 9 citations
- What Drives the (In)stability of a Stablecoin? ↗IEEE International Conference on Blockchain and Cryptocurrency (ICBC) · no summary yetYujin Potter et al.2024 · 9 citations
- The Blockchain Imitation Game ↗arXiv (Cornell University) · no summary yetKaihua Qin et al.2023 · 9 citations
- IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetChenguang Wang, Xiao Liu, Dawn Song2022 · 9 citations
- JITScope: Protecting web users from control-flow hijacking attacks ↗no summary yetChao Zhang et al.2015 · 9 citations
- Privacy-preserving distributed information sharing ↗no summary yetDawn Xiaodong Song, Lea Kissner2006 · 9 citations
- DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing ↗Proceedings on Privacy Enhancing Technologies · no summary yetWenxiao Wang et al.2021 · 8 citations
- Recognizing malicious software behaviors with tree automata inference ↗Formal Methods in System Design · no summary yetDomagoj Babić, Daniel Reynaud-Plantey, Dawn Xiaodong Song2012 · 8 citations
- A Critical Evaluation of Defenses against Prompt Injection Attacks ↗arXiv (Cornell University) · no summary yetYuqi Jia et al.2025 · 7 citations
- Decentralizing Custodial Wallets with MFKDF ↗IEEE International Conference on Blockchain and Cryptocurrency (ICBC) · no summary yetVivek C Nair, Dawn Xiaodong Song2023 · 7 citations
- Grounded Graph Decoding improves Compositional Generalization in Question Answering ↗Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yetYu Gai et al.2021 · 7 citations
- Towards Mitigating Audio Adversarial Perturbations ↗no summary yetZhuolin Yang et al.2018 · 7 citations
- New Directions in Social Authentication ↗no summary yetSakshi Jain et al.2015 · 7 citations
- A High-Performance Oblivious RAM Controller on the Convey HC-2ex Heterogeneous Computing Platform ↗no summary yetMartin Maas et al.2013 · 7 citations
- Privacy-breaching Behavior Analysis ↗SpringerBriefs in computer science · no summary yetHeng Yin, Dawn Xiaodong Song2012 · 7 citations
- Hypervisors as a Foothold for Personal Computer Security: An Agenda for the Research Community ↗no summary yetMatei Zaharia et al.2012 · 7 citations
- Malware Detection (Advances in Information Security) ↗Springer eBooks · no summary yetMihai Christodorescu et al.2006 · 7 citations
- Sting: An End-to-End Self-healing System for Defending against Zero-day Worm Attacks on Commodity Software ↗no summary yetJames Newsome, David Brumley, Dawn Xiaodong Song2006 · 7 citations
- In-Context Watermarks for Large Language Models ↗arXiv (Cornell University) · no summary yetYepeng Liu et al.2025 · 6 citations
- Climbing the Ladder of Reasoning: What LLMs Can-and Still Can't-Solve after SFT? ↗arXiv (Cornell University) · no summary yetYoufa Sun et al.2025 · 6 citations
- Scaling Agent Learning via Experience Synthesis ↗arXiv (Cornell University) · no summary yetChen, Zhaorun et al.2025 · 6 citations
- Is Vertical Logistic Regression Privacy-Preserving? A Comprehensive Privacy Analysis and Beyond ↗arXiv (Cornell University) · no summary yetYuzheng Hu et al.2022 · 6 citations
- Black-box attacks on deep neural networks via gradient estimation ↗International Conference on Learning Representations · no summary yetArjun Nitin Bhagoji et al.2018 · 6 citations
- A security study of the Internet : an analysis of firewall behavior and anonymous DNS ↗KiltHub Repository · no summary yetHal Burch, Dawn Xiaodong Song2018 · 6 citations
- Predicting Congressional Votes Based on Campaign Finance Data ↗International Conference on Machine Learning and Applications · no summary yetShane Smith et al.2012 · 6 citations
- Dataset Protection via Watermarked Canaries in Retrieval-Augmented LLMs ↗arXiv (Cornell University) · no summary yetY. Liu et al.2025 · 5 citations
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