Hannah Brown

According to our database, Hannah Brown authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Directions of Technical Innovation for Regulatable AI Systems.

Xudong Shen, Hannah Brown, Jiashu Tao, Martin Strobel, Yao Tong, Akshay Narayan, Harold Soh, Finale Doshi-Velez

Commun. ACM, November, 2024

Self-Evaluation as a Defense Against Adversarial Attacks on LLMs.

Hannah Brown, Leon Lin, Kenji Kawaguchi, Michael Shieh

CoRR, 2024

Single Character Perturbations Break LLM Alignment.

Leon Lin, Hannah Brown, Kenji Kawaguchi, Michael Shieh

CoRR, 2024

Can AI Be as Creative as Humans?

Haonan Wang, James Zou, Michael Mozer, Anirudh Goyal, Alex Lamb, Linjun Zhang, Weijie J. Su, Zhun Deng, Michael Qizhe Xie, Hannah Brown, Kenji Kawaguchi

CoRR, 2024

Prompt Optimization via Adversarial In-Context Learning.

Do Xuan Long, Yiran Zhao, Hannah Brown, Yuxi Xie, James Xu Zhao, Nancy F. Chen, Kenji Kawaguchi, Michael Shieh, Junxian He

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Prompt Optimization via Adversarial In-Context Learning.

Xuan Long Do, Yiran Zhao, Hannah Brown, Yuxi Xie, James Xu Zhao, Nancy F. Chen, Kenji Kawaguchi, Michael Qizhe Xie, Junxian He

CoRR, 2023

AttributionLab: Faithfulness of Feature Attribution Under Controllable Environments.

Yang Zhang, Yawei Li, Hannah Brown, Mina Rezaei, Bernd Bischl, Philip H. S. Torr, Ashkan Khakzar, Kenji Kawaguchi

CoRR, 2023

Towards Regulatable AI Systems: Technical Gaps and Policy Opportunities.

Xudong Shen, Hannah Brown, Jiashu Tao, Martin Strobel, Yao Tong, Akshay Narayan, Harold Soh, Finale Doshi-Velez

CoRR, 2023

2022

What Does it Mean for a Language Model to Preserve Privacy?

Hannah Brown, Katherine Lee, Fatemehsadat Mireshghallah, Reza Shokri, Florian Tramèr

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Unified SAT-Solving for Hard Problems of Phylogenetic Network Construction.

Dan Gusfield, Hannah Brown

Proceedings of the Computational Advances in Bio and Medical Sciences: 11th International Conference, 2021

Design and Preliminary Evaluation of the AID Vest: An Automatic Inflatable Wearable Device for Anxiety Reduction.

Hannah Brown, Emily Shannon, Naomi T. Fitter

Proceedings of the IEEE World Haptics Conference, 2021

2020

Comparing Integer Linear Programming to SAT-Solving for Hard Problems in Computational and Systems Biology.

Hannah Brown, Lei Zuo, Dan Gusfield

Proceedings of the Algorithms for Computational Biology, 2020