Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
- Xiaomeng Xu
- Pin-Yu Chen
- et al.
- 2024
- NeurIPS 2024
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- Foundation Models
614 results for Foundation Models
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models
- Chia-yi Hsu
- Yu-Lin Tsai
- et al.
- 2024
- NeurIPS 2024
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
- Shengyun Peng
- Pin-Yu Chen
- et al.
- 2024
- NeurIPS 2024
Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
- Runqian Wang
- Soumya Ghosh
- et al.
- 2024
- NeurIPS 2024
Abductive Reasoning in Logical Credal Networks
- Radu Marinescu
- Junkyu Lee
- et al.
- 2024
- NeurIPS 2024
GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
- Zhaitang Li
- Pin-Yu Chen
- et al.
- 2024
- NeurIPS 2024
Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry
- Marvin Alberts
- Oliver Schilter
- et al.
- 2024
- NeurIPS 2024
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs
- Irene Huang
- Wei Lin
- et al.
- 2024
- NeurIPS 2024
Efficient multi-prompt evaluation of LLMs
- Felipe Maia Polo
- Ronald Xu
- et al.
- 2024
- NeurIPS 2024
Optimizing GPU Multiplexing for Efficient and Cost-Effective Access to Diverse Large Language Models in GPU Clusters
- Yue Zhu
- Chen Wang
- et al.
- 2024
- MASCOTS 2024