| Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks | Oct 16, 2023 | Adversarial AttackFederated Learning | —Unverified | 0 |
| The dark deep side of DeepSeek: Fine-tuning attacks against the safety alignment of CoT-enabled models | Feb 3, 2025 | Safety Alignment | —Unverified | 0 |
| The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence | Feb 24, 2025 | Safety Alignment | —Unverified | 0 |
| The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm | Jun 26, 2024 | Cross-Lingual TransferRed Teaming | —Unverified | 0 |
| Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models | Apr 18, 2025 | Safety Alignment | —Unverified | 0 |
| Towards Comprehensive Post Safety Alignment of Large Language Models via Safety Patching | May 22, 2024 | Safety Alignment | —Unverified | 0 |
| Towards Inference-time Category-wise Safety Steering for Large Language Models | Oct 2, 2024 | Safety Alignment | —Unverified | 0 |
| Towards NSFW-Free Text-to-Image Generation via Safety-Constraint Direct Preference Optimization | Apr 19, 2025 | Contrastive LearningImage Generation | —Unverified | 0 |
| Towards Safe AI Clinicians: A Comprehensive Study on Large Language Model Jailbreaking in Healthcare | Jan 27, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks | Oct 23, 2024 | Instruction FollowingSafety Alignment | —Unverified | 0 |
