Brown, Hannah

1. What Does it Mean for a Language Model to Preserve Privacy?
   2022/02/11 by Hannah Brown, Brown, Hannah, Katherine Lee +7 · 24 citations
   Computer Science · #Privacy-Preserving Technologies in Data
2. Self-Evaluation as a Defense Against Adversarial Attacks on LLMs
   2024/07/03 by H. Alex Brown, Brown, Hannah, Leon Lin +5 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
3. Prompt Optimization via Adversarial In-Context Learning
   2023/12/05 by Do, Xuan Long, Zhao, Yiran, Brown, Hannah +6 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Single Character Perturbations Break LLM Alignment
   2024/07/03 by Leon Lin, Lin, Leon, H. Alex Brown +5 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
5. Can AI Be as Creative as Humans?
   2024/01/03 by Haonan Wang, Wang, Haonan, James Zou +18 · 2 citations
   Materials Science · Computer Science · Social Sciences · #Machine Learning in Materials Science #Topic Modeling #Language and cultural evolution