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Dawn Song — all works

391 works · page 1 of 4 · 1–100 · ← Dawn Song

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  1. Measuring Massive Multitask Language UnderstandingarXiv:2009.03300Dan Hendrycks, Collin Burns, Steven Basart, et al.2020 · 3,620 citations
  2. Provable data possession at untrusted stores ↗Proceedings of the ACM Conference on Computer and Communications Security · no summary yetGiuseppe Ateniese et al.2007 · 2,705 citations
  3. Measuring Mathematical Problem Solving With the MATH DatasetarXiv:2103.03874Dan Hendrycks, Collin Burns, Saurav Kadavath, et al.2021 · 2,395 citations
  4. Robust Physical-World Attacks on Deep Learning Visual Classification ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetKevin Eykholt et al.2018 · 2,112 citations
  5. Model-Contrastive Federated Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetQinbin Li, Bingsheng He, Dawn Xiaodong Song2021 · 1,552 citations
  6. The sybil attack in sensor networks ↗International Symposium on Information Processing in Sensor Networks (IPSN) · no summary yetJames Newsome et al.2004 · 1,305 citations
  7. Android permissions demystified ↗Proceedings of the ACM Conference on Computer and Communications Security · no summary yetAdrienne Porter Felt et al.2011 · 1,292 citations
  8. The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetDan Hendrycks et al.2021 · 1,291 citations
  9. Delving into Transferable Adversarial Examples and Black-box Attacks ↗arXiv (Cornell University) · no summary yetYanpei Liu et al.2016 · 1,184 citations
  10. On Scaling Decentralized Blockchains ↗Lecture notes in computer science · no summary yetKyle Croman et al.2016 · 1,165 citations
  11. Natural Adversarial Examples ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDan Hendrycks et al.2019 · 1,121 citations
  12. Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning ↗arXiv (Cornell University) · no summary yetXinyun Chen et al.2017 · 1,011 citations
  13. Extracting Training Data from Large Language ModelsarXiv:2012.07805Nicholas Carlini, Florian Tramer, Eric Wallace, et al.2020 · 955 citations
  14. Efficient authentication and signing of multicast streams over lossy channels ↗no summary yetAdrian Perrig et al.2000 · 946 citations
  15. Generating Adversarial Examples with Adversarial Networks ↗International Joint Conference on Artificial Intelligence · no summary yetChaowei Xiao et al.2018 · 928 citations
  16. The Honey Badger of BFT Protocols ↗ACM SIGSAC Conference on Computer and Communications Security (CCS) · no summary yetAndrew K. Miller et al.2016 · 811 citations
  17. SIA ↗International Conference on Embedded Networked Sensor Systems · no summary yetBartosz Przydatek, Dawn Xiaodong Song, Adrian Perrig2003 · 789 citations
  18. Advanced and authenticated marking schemes for IP traceback ↗no summary yetDawn Xiaodong Song, Adrian Perrig2001 · 750 citations
  19. BitBlaze: A New Approach to Computer Security via Binary Analysis ↗Lecture notes in computer science · no summary yetDawn Xiaodong Song et al.2008 · 719 citations
  20. The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural NetworksarXiv:1802.08232Nicholas Carlini, Chang Liu, Ulfar Erlingsson, et al.2018 · 692 citations
  21. Panorama ↗Proceedings of the ACM Conference on Computer and Communications Security · no summary yetHeng Yin et al.2007 · 683 citations
  22. Efficient and Secure Source Authentication for Multicast. ↗no summary yetAdrian Perrig et al.2001 · 620 citations
  23. Homomorphic Signature Schemes ↗Lecture notes in computer science · no summary yetRobert T. Johnson et al.2002 · 501 citations
  24. Timing analysis of keystrokes and timing attacks on SSH ↗no summary yetDawn Xiaodong Song, David Wagner, Xuqing Tian2001 · 482 citations
  25. Design and Evaluation of a Real-Time URL Spam Filtering Service ↗Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy · no summary yetKurt Thomas et al.2011 · 469 citations
  26. Robust Physical-World Attacks on Deep Learning Models ↗arXiv (Cornell University) · no summary yetKevin Eykholt et al.2017 · 468 citations
  27. Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality ↗arXiv (Cornell University) · no summary yetXingjun Ma et al.2018 · 464 citations
  28. The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYuheng Zhang et al.2020 · 463 citations
  29. Measuring Coding Challenge Competence With APPSarXiv:2105.09938Dan Hendrycks, Steven Basart, Saurav Kadavath, et al.2021 · 457 citations
  30. A Symbolic Execution Framework for JavaScript ↗Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy · no summary yetPrateek Saxena et al.2010 · 456 citations
  31. Pretrained Transformers Improve Out-of-Distribution RobustnessAnnual Meeting of the Association for Computational Linguistics (ACL)Dan Hendrycks, Xiaoyuan Liu, Eric Wallace, et al.2020 · 452 citations
  32. Suspended accounts in retrospect ↗no summary yetKurt Thomas et al.2011 · 442 citations
  33. Ekiden: A Platform for Confidentiality-Preserving, Trustworthy, and Performant Smart Contracts ↗IEEE European Symposium on Security and Privacy · no summary yetRaymond Cheng et al.2019 · 435 citations
  34. Pi: a path identification mechanism to defend against DDoS attacks ↗Proceedings - International Conference on Data Engineering · no summary yetA. Yaar, Adrian Perrig, Dawn Xiaodong Song2003 · 415 citations
  35. Aligning AI With Shared Human ValuesarXiv:2008.02275Dan Hendrycks, Collin Burns, Steven Basart, et al.2020 · 395 citations
  36. Remote data checking using provable data possession ↗ACM Transactions on Information and System Security · no summary yetGiuseppe Ateniese et al.2011 · 394 citations
  37. Managing extreme AI risks amid rapid progress ↗Science · no summary yetYoshua Bengio et al.2024 · 382 citations
  38. SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning ↗arXiv:1711.04436 · no summary yetXiaojun Xu, Chang Liu, Dawn Song2017 · 372 citations
  39. Polyglot ↗Proceedings of the ACM Conference on Computer and Communications Security · no summary yetJuan Caballero et al.2007 · 372 citations
  40. SIFF: a stateless internet flow filter to mitigate DDoS flooding attacks ↗Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy · no summary yetA. Yaar, Adrian Perrig, Dawn Xiaodong Song2004 · 369 citations
  41. Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetMicah Goldblum et al.2020 · 361 citations
  42. Private and Continual Release of Statistics ↗ACM Transactions on Information and System Security · no summary yetT-H. Hubert Chan, Elaine Shi, Dawn Xiaodong Song2011 · 356 citations
  43. Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty ↗arXiv (Cornell University) · no summary yetDan Hendrycks et al.2019 · 355 citations
  44. ELK, a new protocol for efficient large-group key distribution ↗no summary yetA. Penrig, Dawn Xiaodong Song, Doug Tygar2001 · 354 citations
  45. Secure hierarchical in-network aggregation in sensor networks ↗Proceedings of the ACM Conference on Computer and Communications Security · no summary yetHaowen Chan, Adrian Perrig, Dawn Xiaodong Song2006 · 334 citations
  46. GEM ↗International Conference on Embedded Networked Sensor Systems · no summary yetJames Newsome, Dawn Xiaodong Song2003 · 308 citations
  47. Towards automatic generation of vulnerability-based signatures ↗Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy · no summary yetDavid Brumley et al.2006 · 297 citations
  48. Spatially Transformed Adversarial Examples ↗arXiv (Cornell University) · no summary yetChaowei Xiao et al.2018 · 287 citations
  49. Automatic Patch-Based Exploit Generation is Possible: Techniques and Implications ↗Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy · no summary yetDavid Brumley et al.2008 · 282 citations
  50. On the Feasibility of Internet-Scale Author Identification ↗Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy · no summary yetArvind Narayanan et al.2012 · 275 citations
  51. Towards practical differential privacy for SQL queries ↗Proceedings of the VLDB Endowment · no summary yetNoah Johnson, Joseph P. Near, Dawn Xiaodong Song2018 · 261 citations
  52. BinHunt: Automatically Finding Semantic Differences in Binary Programs ↗Lecture notes in computer science · no summary yetDebin Gao, Michael K. Reiter, Dawn Xiaodong Song2008 · 255 citations
  53. Adversarial Examples for Generative Models ↗IEEE Security and Privacy Workshops (SPW) · no summary yetJernej Kos, Ian Fischer, Dawn Xiaodong Song2018 · 238 citations
  54. DTA++: Dynamic Taint Analysis with Targeted Control-Flow Propagation. ↗Network and Distributed System Security Symposium · no summary yetMin Gyung Kang et al.2011 · 233 citations
  55. New Streaming Algorithms for Fast Detection of Superspreaders ↗no summary yetShobha Venkataraman et al.2004 · 230 citations
  56. Practical Black-Box Attacks on Deep Neural Networks Using Efficient Query Mechanisms ↗Lecture notes in computer science · no summary yetArjun Nitin Bhagoji et al.2018 · 229 citations
  57. Juxtapp: A Scalable System for Detecting Code Reuse among Android Applications ↗Lecture notes in computer science · no summary yetSteve Hanna et al.2013 · 221 citations
  58. GUPT ↗Proceedings - ACM-SIGMOD International Conference on Management of Data · no summary yetPrashanth Mohan et al.2012 · 219 citations
  59. Towards a Formal Foundation of Web Security ↗Proceedings - Computer Security Foundations Workshop/Proceedings · no summary yetDevdatta Akhawe et al.2010 · 219 citations
  60. FIT: fast internet traceback ↗no summary yetA. Yaar, Adrian Perrig, Dawn Xiaodong Song2005 · 215 citations
  61. Quasi-Efficient Revocation of Group Signatures ↗Lecture notes in computer science · no summary yetGiuseppe Ateniese, Dawn Xiaodong Song, Gene Tsudik2001 · 215 citations
  62. Dispatcher ↗Proceedings of the ACM Conference on Computer and Communications Security · no summary yetJuan Caballero et al.2009 · 213 citations
  63. Athena: a novel approach to efficient automatic security protocol analysis1 ↗Journal of Computer Security · no summary yetDawn Xiaodong Song, Sergey Berezin, Adrian Perrig2001 · 211 citations
  64. PHANTOM ↗no summary yetMartin Maas et al.2013 · 209 citations
  65. Adversarial Example Defense: Ensembles of Weak Defenses are not Strong ↗no summary yetWarren He et al.2017 · 206 citations
  66. SoK: Decentralized Finance (DeFi) Attacks ↗Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy · no summary yetLiyi Zhou et al.2023 · 204 citations
  67. ExploreKit: Automatic Feature Generation and Selection ↗Proceedings · no summary yetGilad Katz, Eui Chul Richard Shin, Dawn Xiaodong Song2016 · 204 citations
  68. Privacy-Preserving Stream Aggregation with Fault Tolerance ↗Lecture notes in computer science · no summary yetT-H. Hubert Chan, Elaine Shi, Dawn Xiaodong Song2012 · 203 citations
  69. Athena: a new efficient automatic checker for security protocol analysis ↗Proceedings - Computer Security Foundations Workshop/Proceedings · no summary yetDawn Xiaodong Song1999 · 203 citations
  70. Joint Link Prediction and Attribute Inference Using a Social-Attribute Network ↗ACM Transactions on Intelligent Systems and Technology · no summary yetNeil Zhenqiang Gong et al.2014 · 200 citations
  71. Automatically Identifying Trigger-based Behavior in Malware ↗Springer eBooks · no summary yetDavid Brumley et al.2007 · 194 citations
  72. Anomalous Example Detection in Deep Learning: A Survey ↗IEEE Access · no summary yetSaikiran Bulusu et al.2020 · 193 citations
  73. Towards Efficient Data Valuation Based on the Shapley Value ↗arXiv (Cornell University) · no summary yetRuoxi Jia et al.2019 · 191 citations
  74. Recognizing functions in binaries with neural networks ↗USENIX Security Symposium · no summary yetEui Chul Richard Shin, Dawn Xiaodong Song, Reza Moazzezi2015 · 189 citations
  75. The False Promise of Imitating Proprietary LLMsarXiv:2305.15717Arnav Gudibande, Eric Wallace, Charlie Snell, et al.2023 · 182 citations
  76. A Principled Approach to Data Valuation for Federated Learning ↗Lecture notes in computer science · no summary yetTianhao Wang et al.2020 · 178 citations
  77. Efficient task-specific data valuation for nearest neighbor algorithms ↗Proceedings of the VLDB Endowment · no summary yetRuoxi Jia et al.2019 · 176 citations
  78. Scaling Out-of-Distribution Detection for Real-World Settings ↗arXiv (Cornell University) · no summary yetDan Hendrycks et al.2019 · 175 citations
  79. NetworkProfiler: Towards automatic fingerprinting of Android apps ↗IEEE Conference on Computer Communications (INFOCOM) · no summary yetShuaifu Dai et al.2013 · 175 citations
  80. Practical forward secure group signature schemes ↗Proceedings of the ACM Conference on Computer and Communications Security · no summary yetDawn Xiaodong Song2001 · 175 citations
  81. Timed Efficient Stream Loss-Tolerant Authentication (TESLA): Multicast Source Authentication Transform Introduction ↗no summary yetAdrian Perrig et al.2005 · 171 citations
  82. A Berkeley View of Systems Challenges for AI ↗arXiv (Cornell University) · no summary yetIon Gabriel Stoica et al.2017 · 170 citations
  83. Evolution of social-attribute networks ↗Internet Measurement Conference · no summary yetNeil Zhenqiang Gong et al.2012 · 170 citations
  84. Inference and analysis of formal models of botnet command and control protocols ↗Proceedings of the ACM Conference on Computer and Communications Security · no summary yetChia Yuan Cho et al.2010 · 169 citations
  85. Document Structure Integrity: A Robust Basis for Cross-site Scripting Defense. ↗no summary yetYacin Nadji, Prateek Saxena, Dawn Xiaodong Song2009 · 166 citations
  86. Loop-extended symbolic execution on binary programs ↗no summary yetPrateek Saxena et al.2009 · 163 citations
  87. TaintEraser ↗ACM SIGOPS Operating Systems Review · no summary yetDavid (Yu) Zhu et al.2011 · 162 citations
  88. PerfFuzz: automatically generating pathological inputs ↗ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) · no summary yetCaroline Lemieux et al.2018 · 159 citations
  89. The Emperor's New Password Manager: Security Analysis of Web-based Password Managers ↗no summary yetZhiwei Li et al.2014 · 151 citations
  90. Curriculum Adversarial Training ↗International Joint Conference on Artificial Intelligence · no summary yetQi-Zhi Cai, Chang Liu, Dawn Xiaodong Song2018 · 142 citations
  91. Tree-to-tree Neural Networks for Program Translation ↗arXiv:1802.03691 · no summary yetXinyun Chen, Chang Liu, Dawn Song2018 · 133 citations
  92. Delving into adversarial attacks on deep policies ↗arXiv (Cornell University) · no summary yetJernej Kos, Dawn Xiaodong Song2017 · 128 citations
  93. Language Models are Open Knowledge Graphs ↗arXiv (Cornell University) · no summary yetChenguang Wang, Xiao Liu, Dawn Xiaodong Song2020 · 126 citations
  94. Assessing Generalization in Deep Reinforcement Learning ↗arXiv (Cornell University) · no summary yetCharles Packer et al.2018 · 122 citations
  95. A Systematic Analysis of XSS Sanitization in Web Application Frameworks ↗Lecture notes in computer science · no summary yetJoel Weinberger et al.2011 · 122 citations
  96. TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems ↗arXiv (Cornell University) · no summary yetWenbo Guo et al.2019 · 121 citations
  97. Making Neural Programming Architectures Generalize via Recursion ↗arXiv:1704.06611 · no summary yetJonathon Cai, Richard Shin, Dawn Song2017 · 120 citations
  98. Statically-directed dynamic automated test generation ↗International Symposium on Software Testing and Analysis · no summary yetDomagoj Babić et al.2011 · 120 citations
  99. FalconDB: Blockchain-based Collaborative Database ↗Proceedings - ACM-SIGMOD International Conference on Management of Data · no summary yetYanqing Peng et al.2020 · 119 citations
  100. Lifelong Anomaly Detection Through Unlearning ↗ACM SIGSAC Conference on Computer and Communications Security (CCS) · no summary yetMin Du et al.2019 · 119 citations

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