CoP: Agentic Red-teaming for Large Language Models using Composition of Principles
- Chen Xiong
- Pin-Yu Chen
- et al.
- 2025
- NeurIPS 2025
Conference paper
Publications
15 results for Tsung-yi Ho
Defensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak Attacks
- Chen Xiong
- Xiangyu Qi
- et al.
- 2025
- ACL 2025
PaperGradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
- Xiaomeng Xu
- Pin-Yu Chen
- et al.
- 2024
- NeurIPS 2024
Conference paperGREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
- Zhaitang Li
- Pin-Yu Chen
- et al.
- 2024
- NeurIPS 2024
Conference paperNeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
- Hao-lun Sun
- Lei Hsiung
- et al.
- 2024
- NeurIPS 2024
Conference paperBe Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning
- Zhiyuan He
- Yijun Yang
- et al.
- 2024
- ICML 2024
Conference paperRethinking Backdoor Attacks on Dataset Distillation: A Kernel Method Perspective
- Ming-yu Chung
- Sheng-yen Chou
- et al.
- 2024
- ICLR 2024
Conference paperThe Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models
- Yan Liu
- Yu Liu
- et al.
- 2024
- ICLR 2024
Conference paperAutoVP: An Automated Visual Prompting Framework and Benchmark
- Hsi-ai Tsao
- Lei Hsiung
- et al.
- 2024
- ICLR 2024
Conference paperRADAR: Robust AI-Text Detection via Adversarial Learning
- Xiaomeng Hu
- Pin-Yu Chen
- et al.
- 2023
- NeurIPS 2023
Conference paper