Dawn Song — all works
- MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models ↗arXiv (Cornell University) · no summary yetChejian Xu et al.2025 · 5 citations
- AgentVigil: Generic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents ↗arXiv (Cornell University) · no summary yetWang, Zhun et al.2025 · 5 citations
- SeCodePLT: A Unified Platform for Evaluating the Security of Code GenAI ↗arXiv (Cornell University) · no summary yetYuzhou Nie et al.2024 · 5 citations
- Multi-Factor Credential Hashing for Asymmetric Brute-Force Attack Resistance ↗IEEE European Symposium on Security and Privacy · no summary yetVivek C Nair, Dawn Xiaodong Song2023 · 5 citations
- Enhancing Smart Contract Security Analysis with Execution Property Graphs ↗Proceedings of the ACM on software engineering. · no summary yetKaihua Qin et al.2023 · 5 citations
- BeeTrace: A Unified Platform for Secure Contact Tracing that Breaks Data Silos ↗arXiv (Cornell University) · no summary yetXiaoyuan Liu et al.2020 · 5 citations
- Towards Attack-Agnostic Defenses ↗no summary yetDavid Brumley, Dawn Xiaodong Song2018 · 5 citations
- Reciprocity in Social Networks: Measurements, Predictions, and Implications ↗arXiv (Cornell University) · no summary yetNeil Zhenqiang Gong, Wenchang Xu, Dawn Xiaodong Song2013 · 5 citations
- Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and OpportunitiesAnnual Meeting of the Association for Computational Linguistics (ACL)Changdae Oh, Seongheon Park, To Eun Kim, et al.2026 · 4 citations
- WebGuard: Building a Generalizable Guardrail for Web Agents ↗arXiv (Cornell University) · no summary yetBoyuan Zheng et al.2025 · 4 citations
- An Undetectable Watermark for Generative Image Models ↗arXiv (Cornell University) · no summary yetSam Gunn, Zhao, Xuandong, Dawn Xiaodong Song2024 · 4 citations
- Deep Motion Masking for Secure, Usable, and Scalable Real-Time Anonymization of Virtual Reality Motion Data ↗arXiv (Cornell University) · no summary yetVivek C Nair et al.2023 · 4 citations
- PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetJianhao Shen et al.2022 · 4 citations
- Learning Neural Programs To Parse Programs. ↗no summary yetXinyun Chen, Chang Liu, Dawn Xiaodong Song2017 · 4 citations
- Mining Permission Request Patterns from Android and Facebook Applications (extended author version) ↗arXiv (Cornell University) · no summary yetMario Frank et al.2012 · 4 citations
- Privacy-preserving distributed, automated signature-based detection of new internet worms ↗no summary yetDavid R. O’Hallaron, Dawn Xiaodong Song, Hyang-Ah Kim2010 · 4 citations
- Towards Automatically Eliminating Integer-Based Vulnerabilities ↗no summary yetDavid Brumley, Dawn Xiaodong Song, Joseph Slember2006 · 4 citations
- dLLM: Simple Diffusion Language ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Zhanhui Zhou, Lingjie Chen, Hanghang Tong, et al.2026 · 3 citations
- AgentSynth: Scalable Task Generation for Generalist Computer-Use Agents ↗arXiv (Cornell University) · no summary yetXie, Jingxu et al.2025 · 3 citations
- Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models ↗arXiv (Cornell University) · no summary yetLiang, Kaiqu et al.2025 · 3 citations
- RL Grokking Recipe: How Does RL Unlock and Transfer New Algorithms in LLMs? ↗arXiv (Cornell University) · no summary yetYiyou Sun et al.2025 · 3 citations
- DeServe: Towards Affordable Offline LLM Inference via Decentralization ↗arXiv:2501.14784 · no summary yetLinyu Wu et al.2025 · 3 citations
- Ratel: MPC-extensions for Smart Contracts ↗ACM Asia Conference on Computer and Communications Security (ASIA CCS) · no summary yetYunqi Li et al.2024 · 3 citations
- LeakAgent: RL-based Red-teaming Agent for LLM Privacy Leakage ↗arXiv (Cornell University) · no summary yetYuzhou Nie et al.2024 · 3 citations
- Multi-Factor Key Derivation Function (MFKDF) for Fast, Flexible, Secure, & Practical Key Management ↗arXiv (Cornell University) · no summary yetVivek C Nair, Dawn Xiaodong Song2022 · 3 citations
- Shades of Finality and Layer 2 Scaling ↗arXiv (Cornell University) · no summary yetBennet Yee et al.2022 · 3 citations
- Towards practical differentially private causal graph discovery ↗arXiv (Cornell University) · no summary yetLun Wang, Qi Pang, Dawn Xiaodong Song2020 · 3 citations
- ASPIRE: iterative specification synthesis for security ↗Workshop on Hot Topics in Operating Systems · no summary yetKevin Zhijie Chen et al.2015 · 3 citations
- Analysis and enforcement of web application security policies ↗no summary yetDawn Xiaodong Song, Joel Weinberger2012 · 3 citations
- Analysis of Trigger Conditions and Hidden Behaviors ↗SpringerBriefs in computer science · no summary yetHeng Yin, Dawn Xiaodong Song2012 · 3 citations
- Towards Practical Automatic Generation of Multipath Vulnerability Signatures ↗no summary yetDavid Brumley et al.2007 · 3 citations
- Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical AdoptionFindings of the Association for Computational LinguisticsYepeng Liu, Xuandong Zhao, Dawn Song, et al.2026 · 2 citations
- MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ↗Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM) · no summary yetJianhong Tu et al.2025 · 2 citations
- Evolving AI Collectives to Enhance Human Diversity and Enable Self-Regulation ↗arXiv (Cornell University) · no summary yetShiyang Lai et al.2024 · 2 citations
- Effective and Efficient Federated Tree Learning on Hybrid Data ↗arXiv (Cornell University) · no summary yetQinbin Li et al.2023 · 2 citations
- MFDPG: Multi-Factor Authenticated Password Management With Zero Stored Secrets ↗arXiv (Cornell University) · no summary yetVivek C Nair, Dawn Xiaodong Song2023 · 2 citations
- The Sky Above The Clouds ↗arXiv (Cornell University) · no summary yetSarah Chasins et al.2022 · 2 citations
- Specular: Towards Secure, Trust-minimized Optimistic Blockchain Execution ↗Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy · no summary yetZhe Ye et al.2022 · 2 citations
- Towards Bidirectional Protection in Federated Learning ↗arXiv (Cornell University) · no summary yetLun Wang et al.2020 · 2 citations
- Transformation-Aware Symbolic Execution for System Test Generation ↗UC Berkeley · no summary yetStephen McCamant et al.2013 · 2 citations
- Symbolic Grey-Box Learning of Input-Output Relations ↗no summary yetDawn Xiaodong Song2012 · 2 citations
- Dynamic Binary Analysis Platform ↗SpringerBriefs in computer science · no summary yetHeng Yin, Dawn Xiaodong Song2012 · 2 citations
- Hidden Code Extraction ↗SpringerBriefs in computer science · no summary yetHeng Yin, Dawn Xiaodong Song2012 · 2 citations
- How Open Should Open Source Be? ↗arXiv (Cornell University) · no summary yetAdam Barth et al.2011 · 2 citations
- Privacy settings from contextual attributes: A case study using Google Buzz ↗IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · no summary yetDaisuke Mashima et al.2011 · 2 citations
- Cryptographic techniques for privacy preserving identity ↗no summary yetDawn Xiaodong Song, John Bethencourt2011 · 2 citations
- CTIConnect: A Benchmark for Retrieval-Augmented LLMs over Heterogeneous Cyber Threat Intelligence ↗ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetYutong Cheng et al.2026 · 1 citation
- A Critical Evaluation of Defenses against Prompt Injection Attacks: [Dataset/Tool Paper] ↗ACM Symposium on Access Control Models and Technologies (SACMAT) · no summary yetYuqi Jia et al.2026 · 1 citation
- Formal Reasoning Meets LLMs: Toward AI for Mathematics and Verification ↗Communications of the ACM · no summary yetKaiyu Yang et al.2026 · 1 citation
- Decompiling Smart Contracts with a Large Language Model ↗arXiv (Cornell University) · no summary yetIsaac David et al.2025 · 1 citation
- COSMIC: Generalized Refusal Direction Identification in LLM Activations ↗Findings of the Association for Computational Linguistics: ACL 2025 · no summary yetVincent Siu et al.2025 · 1 citation
- The Landscape of Memorization in LLMs: Mechanisms, Measurement, and Mitigation ↗arXiv (Cornell University) · no summary yetAlexander Xiong et al.2025 · 1 citation
- VFIX: Facilitating Software Maintenance of Smart Contracts via Automatically Fixing Vulnerabilities ↗IEEE International Conference on Software Maintenance and Evolution (ICSME) · no summary yetPengcheng Fang et al.2024 · 1 citation
- SoK: The Gap Between Data Rights Ideals and Reality ↗arXiv (Cornell University) · no summary yetPotter, Yujin et al.2023 · 1 citation
- Byzantine-Robust Federated Learning with Optimal Statistical Rates and Privacy Guarantees ↗arXiv (Cornell University) · no summary yetBanghua Zhu et al.2022 · 1 citation
- PrivFramework: A System for Configurable and Automated Privacy Policy Compliance ↗arXiv (Cornell University) · no summary yetUsmann Khan et al.2020 · 1 citation
- Adversarial Examples for k-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams ↗arXiv (Cornell University) · no summary yetChawin Sitawarin et al.2020 · 1 citation
- Hierarchical Variational Imitation Learning of Control Programs ↗arXiv (Cornell University) · no summary yetRoy Fox et al.2019 · 1 citation
- Hierarchical Imitation Learning via Variational Inference of Control Programs ↗no summary yetRoy Fox et al.2018 · 1 citation
- Beyond Output Voting: Detecting Compromised Replicas using Behavioral Distance ↗no summary yetDebin Gao, Michael K. Reiter, Dawn Xiaodong Song2018 · 1 citation
- An End-to-End Approach for Natural Language to IFTTT Program Translation ↗no summary yetLiu Chang et al.2016 · 1 citation
- Hooking Behavior Analysis ↗SpringerBriefs in computer science · no summary yetHeng Yin, Dawn Xiaodong Song2012 · 1 citation
- Detecting and preventing control-flow hijacking attacks in commodity software ↗no summary yetDawn Xiaodong Song, James Newsome2008 · 1 citation
- Fico: Evaluating Vision-Language Models under Visual Fidelity and Compression at ScaleFindings of the Association for Computational LinguisticsJianhong Tu, Nicholas Crispino, Kyle Montgomery, et al.2026
- IDEAS: C-to-Rust Translation Using Improved Large Language Model Decoding and Automated Equivalence Testing ↗IEEE Security & Privacy · no summary yetCory T. Cornelius et al.2026
- A Sustainable AI Economy Needs Data Deals That Work for Generators ↗arXiv (Cornell University) · no summary yetRuoxi Jia et al.2026
- When Benign Inputs Lead to Severe Harms: Eliciting Unsafe Unintended Behaviors of Computer-Use Agents ↗arXiv (Cornell University) · no summary yetJaylen Jones et al.2026
- DevOps-Gym: Benchmarking AI Agents in Software DevOps Cycle ↗arXiv (Cornell University) · no summary yetYuheng Tang et al.2026
- TxRay: Agentic Postmortem of Live Blockchain Attacks ↗arXiv (Cornell University) · no summary yetZiyue Wang et al.2026
- A Hands-on Tutorial for Diffusion Language Models with dLLM ↗ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetZhanhui Zhou et al.2026
- Signal in the Noise: Polysemantic Interference Transfers and Predicts Cross-Model Influence ↗arXiv (Cornell University) · no summary yetGong, Bofan et al.2025
- RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents ↗arXiv (Cornell University) · no summary yetChengquan Guo et al.2025
- HADES: Range-Filtered Private Aggregation on Public Data ↗Proceedings of the VLDB Endowment · no summary yetXiaoyuan Liu et al.2025
- Wrangling Entropy: Next-Generation Multi-Factor Key Derivation, Credential Hashing, and Credential Generation Functions ↗arXiv (Cornell University) · no summary yetColin H. Roberts, Vivek C Nair, Dawn Xiaodong Song2025
- Aligning AI with Public Values: Deliberation and Decision-Making for Governing Multimodal LLMs in Political Video Analysis ↗Proceedings of the AAAI/ACM Conference on AI Ethics and Society · no summary yetTanusree Sharma et al.2025
- RepIt: Steering Language Models with Concept-Specific Refusal Vectors ↗arXiv:2509.13281 · no summary yetVincent Siu et al.2025
- Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetEric Pasewark et al.2024
- ADVM'21 ↗ACM International Conference on Multimedia (ACM MM) · no summary yetAishan Liu et al.2021
- FED-χ²: Privacy Preserving Federated Correlation Test ↗arXiv (Cornell University) · no summary yetLun Wang et al.2021
- Learning to Automate Social Engineering Resistance (LASER) ↗no summary yetDawn Xiaodong Song et al.2020
- Detection of Interactive Stepping Stones: Algorithms and Confidence Bounds ↗no summary yetAvrim L. Blum, Dawn Xiaodong Song, Shobha Venkataraman2018
- Imitation Learning of Hierarchical Programs via Variational Inference ↗International Conference on Machine Learning · no summary yetRoy Fox et al.2018
- Learning what to learn in a neural program ↗no summary yetRichard Shin, Dawn Xiaodong Song2018
- Exploring the Application of Deep Learning for Supervised Learning Problems ↗no summary yetJ. Rozanec et al.2017
- Attacks on emerging architectures ↗no summary yetDawn Xiaodong Song, Steven Hanna2012
- Systematic techniques for finding and preventing script injection vulnerabilities ↗no summary yetDawn Xiaodong Song, Prateek Saxena2012
- FPGate: The Last Building Block For A Practical CFI Solution ↗no summary yetTao Wei et al.2012
- Advanced binary analysis techniques for malware defense ↗no summary yetDawn Xiaodong Song, Min Gyung Kang2010
- Ecient, Secure, and Privacy-preserving Distributed Hot Item Identification ↗no summary yetLea Kissner et al.2006
- Survivable Loosely Coupled Architectures ↗no summary yetJohn Rushby et al.2003
- The algorithm and realization of snake-like pipe CAPP system ↗no summary yetDawn Xiaodong Song2002
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