Poster "safety mechanisms" Papers

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AutoPrompt: Automated Red-Teaming of Text-to-Image Models via LLM-Driven Adversarial Prompts

Yufan Liu, Wanqian Zhang, Huashan Chen et al.

ICCV 2025arXiv:2510.24034
1
citations

Finding and Reactivating Post-Trained LLMs' Hidden Safety Mechanisms

Mingjie Li, Wai Man Si, Michael Backes et al.

NEURIPS 2025
1
citations

Is Your Multimodal Language Model Oversensitive to Safe Queries?

Xirui Li, Hengguang Zhou, Ruochen Wang et al.

ICLR 2025arXiv:2406.17806
23
citations

LLMs Encode Harmfulness and Refusal Separately

Jiachen Zhao, Jing Huang, Zhengxuan Wu et al.

NEURIPS 2025arXiv:2507.11878
10
citations

Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling

Yichuan Cao, Yibo Miao, Xiao-Shan Gao et al.

NEURIPS 2025arXiv:2505.21074
2
citations

Safety Depth in Large Language Models: A Markov Chain Perspective

Ching-Chia Kao, Chia-Mu Yu, Chun-Shien Lu et al.

NEURIPS 2025
1
citations

Concept Arithmetics for Circumventing Concept Inhibition in Diffusion Models

Vitali Petsiuk, Kate Saenko

ECCV 2024arXiv:2404.13706
8
citations

Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts

Zhi-Yi Chin, Chieh Ming Jiang, Ching-Chun Huang et al.

ICML 2024arXiv:2309.06135
132
citations