Alexander Robey

Jailbreaking Black Box Large Language Models in Twenty Queries

Patrick Chao, Alexander Robey, Edgar Dobriban et al. · 2025 · 52 citations

Efficient and Accurate Estimation of Lipschitz Constants for Deep Neural Networks

Mahyar Fazlyab, Alexander Robey, Hamed Hassani et al. · arXiv (Cornell University) · 2019 · 47 citations · Full text

Artificial Intelligence, Mathematical Programming, Convolutional Neural Network +18

Jailbreaking Black Box Large Language Models in Twenty Queries

Patrick Chao, Alexander Robey, Edgar Dobriban et al. · arXiv (Cornell University) · 2023 · 45 citations · Full text

Provable Tradeoffs in Adversarially Robust Classification

Edgar Dobriban, Hamed Hassani, David Hong et al. · IEEE Transactions on Information Theory · 2023 · 29 citations

Bayesian Decision Theory, Engineering, Machine Learning +15

SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks

Alexander Robey, Eric Wong, Hamed Hassani et al. · arXiv (Cornell University) · 2023 · 28 citations · Full text