---
title: "Dan Hendrycks — all works — Elamur Research"
description: "All 28 works of Dan Hendrycks in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/dan-hendrycks/works/"
---
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# Dan Hendrycks — all works

28 works · [← Dan Hendrycks](https://md.research.elamur.ai/free/en/authors/dan-hendrycks/)

1. [**Measuring Massive Multitask Language Understanding arXiv:2009.03300**Dan Hendrycks, Collin Burns, Steven Basart, et al.*2020 · 3,620 citations*](https://md.research.elamur.ai/free/en/papers/hendrycks-2020-measuring-massive-multitask-language-understanding/)
2. [**Measuring Mathematical Problem Solving With the MATH Dataset arXiv:2103.03874**Dan Hendrycks, Collin Burns, Saurav Kadavath, et al.*2021 · 2,395 citations*](https://md.research.elamur.ai/free/en/papers/hendrycks-2021-measuring-mathematical-problem-solving-math/)
3. **[The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization ↗](https://doi.org/10.1109/iccv48922.2021.00823) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Dan Hendrycks et al.*2021 · 1,291 citations*
4. **[Natural Adversarial Examples ↗](https://doi.org/10.1109/cvpr46437.2021.01501) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Dan Hendrycks et al.*2019 · 1,121 citations*
5. **[AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty ↗](https://arxiv.org/abs/1912.02781) arXiv (Cornell University) · no summary yet**Dan Hendrycks et al.*2019 · 588 citations*
6. [**Measuring Coding Challenge Competence With APPS arXiv:2105.09938**Dan Hendrycks, Steven Basart, Saurav Kadavath, et al.*2021 · 457 citations*](https://md.research.elamur.ai/free/en/papers/hendrycks-2021-measuring-coding-challenge-competence-apps/)
7. **[Pretrained Transformers Improve Out-of-Distribution Robustness](https://md.research.elamur.ai/free/en/papers/hendrycks-2020-pretrained-transformers-improve-out-distribution/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Dan Hendrycks, Xiaoyuan Liu, Eric Wallace, et al.*2020 · 452 citations*
8. **[Benchmarking Neural Network Robustness to Common Corruptions and Perturbations ↗](https://arxiv.org/abs/1903.12261) arXiv:1903.12261 · no summary yet**Dan Hendrycks, Thomas Dietterich*2019 · 434 citations*
9. [**Aligning AI With Shared Human Values arXiv:2008.02275**Dan Hendrycks, Collin Burns, Steven Basart, et al.*2020 · 395 citations*](https://md.research.elamur.ai/free/en/papers/hendrycks-2020-aligning-ai-shared-human-values/)
10. **[Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty ↗](https://arxiv.org/abs/1906.12340) arXiv (Cornell University) · no summary yet**Dan Hendrycks et al.*2019 · 355 citations*
11. [**HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal arXiv:2402.04249**Mantas Mazeika, Long Phan, Xuwang Yin, et al.*2024 · 330 citations*](https://md.research.elamur.ai/free/en/papers/mazeika-2024-harmbench-standardized-evaluation-framework-automated/)
12. [**CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review arXiv:2103.06268**Dan Hendrycks, Collin Burns, Anya Chen, et al.*2021 · 268 citations*](https://md.research.elamur.ai/free/en/papers/hendrycks-2021-cuad-expert-annotated-nlp-dataset/)
13. **[Scaling Out-of-Distribution Detection for Real-World Settings ↗](https://arxiv.org/abs/1911.11132) arXiv (Cornell University) · no summary yet**Dan Hendrycks et al.*2019 · 175 citations*
14. **[Unsolved Problems in ML Safety ↗](https://arxiv.org/abs/2109.13916) arXiv:2109.13916 · no summary yet**Dan Hendrycks et al.*2021 · 151 citations*
15. **[The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning ↗](https://arxiv.org/abs/2403.03218) arXiv:2403.03218 · no summary yet**Nathaniel Li et al.*2024 · 127 citations*
16. **[PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures ↗](https://doi.org/10.1109/cvpr52688.2022.01628) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Dan Hendrycks et al.*2022 · 111 citations*
17. **[Improving Alignment and Robustness with Circuit Breakers ↗](https://arxiv.org/abs/2406.04313) arXiv:2406.04313 · no summary yet**Andy Zou et al.*2024 · 83 citations*
18. **[Testing Robustness Against Unforeseen Adversaries ↗](https://arxiv.org/abs/1908.08016) arXiv (Cornell University) · no summary yet**Kaufmann, Max et al.*2019 · 80 citations*
19. **[Identifying and Mitigating the Security Risks of Generative AI ↗](https://doi.org/10.1561/3300000041) Foundations and Trends® in Privacy and Security · no summary yet**Clark Barrett et al.*2023 · 79 citations*
20. **[LLM-PBE: Assessing Data Privacy in Large Language Models ↗](https://doi.org/10.14778/3681954.3681994) Proceedings of the VLDB Endowment · no summary yet**Qinbin Li et al.*2024 · 65 citations*
21. **[MAUD: An Expert-Annotated Legal NLP Dataset for Merger Agreement Understanding ↗](https://aclanthology.org/2023.emnlp-main.1019/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Steven Wang et al.*2023 · 58 citations*
22. **[Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety ↗](https://arxiv.org/abs/2507.11473) arXiv (Cornell University) · no summary yet**Tomek Korbak et al.*2025 · 35 citations*
23. **[What Would Jiminy Cricket Do? Towards Agents That Behave Morally ↗](https://arxiv.org/abs/2110.13136) arXiv (Cornell University) · no summary yet**Dan Hendrycks et al.*2021 · 30 citations*
24. **[Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression ↗](https://arxiv.org/abs/2403.15447) arXiv (Cornell University) · no summary yet**Junyuan Hong et al.*2024 · 23 citations*
25. **[Transfer of Adversarial Robustness Between Perturbation Types ↗](https://arxiv.org/abs/1905.01034) arXiv (Cornell University) · no summary yet**Daniel D. Kang et al.*2019 · 22 citations*
26. **[A Definition of AGI ↗](https://arxiv.org/abs/2510.18212) arXiv (Cornell University) · no summary yet**Dan Hendrycks et al.*2025 · 6 citations*
27. **[MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models ↗](https://arxiv.org/abs/2503.14827) arXiv (Cornell University) · no summary yet**Chejian Xu et al.*2025 · 5 citations*
28. **[A Critical Analysis of Distribution Shift ↗](https://openalex.org/W3131007573) no summary yet**Dan Hendrycks et al.*2021*