Hendrycks, Dan

HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Mazeika, M., Phan, L., Yin, X., Zou, A., Wang, Z., Mu, N., Sakhaee, E., Li, N., Basart, S., Li, B., et al. (2024) · arXiv

Adversarial Robustness in Machine LearningTopic Modeling

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Improving Alignment and Robustness with Circuit Breakers

Zou, A., Phan, L., Wang, J., Duenas, D., Lin, M., Andriushchenko, M., Wang, R., Kolter, Z., Fredrikson, M., & Hendrycks, D. (2024) · arXiv

Software System Performance and ReliabilityDistributed systems and fault tolerance

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Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?

Ren, R., Basart, S., Khoja, A., Gatti, A., Phan, L., Yin, X., Mazeika, M., Pan, A., Mukobi, G., Kim, R. H., et al. (2024) · arXiv

Ethics and Social Impacts of AISafety Systems Engineering in Autonomy

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Open technical problems in open-weight ai model risk management

Casper, S., O'Brien, K., Longpre, S., Seger, E., Klyman, K., Bommasani, R., Nrusimha, A., Shumailov, I., Mindermann, S., Basart, S., et al. (2025) · SSRN Electronic Journal

Ethics and Social Impacts of AIAdversarial Robustness in Machine Learning

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