| Understanding and Mitigating Overrefusal in LLMs from an Unveiling Perspective of Safety Decision Boundary | May 23, 2025 | Safety Alignment | —Unverified | 0 | 0 |
| Understanding and Rectifying Safety Perception Distortion in VLMs | Feb 18, 2025 | DisentanglementSafety Alignment | —Unverified | 0 | 0 |
| Unfair Alignment: Examining Safety Alignment Across Vision Encoder Layers in Vision-Language Models | Nov 6, 2024 | Safety Alignment | —Unverified | 0 | 0 |
| Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models | Oct 11, 2024 | Safety Alignment | —Unverified | 0 | 0 |
| Utilizing Jailbreak Probability to Attack and Safeguard Multimodal LLMs | Mar 10, 2025 | Binary ClassificationSafety Alignment | —Unverified | 0 | 0 |
| VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization | Apr 17, 2025 | Multimodal ReasoningSafety Alignment | —Unverified | 0 | 0 |
| VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap | Feb 14, 2025 | AttributeSafety Alignment | —Unverified | 0 | 0 |
| Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning | Jun 4, 2025 | Safety Alignment | —Unverified | 0 | 0 |
| Vulnerability Mitigation for Safety-Aligned Language Models via Debiasing | Feb 4, 2025 | Safety Alignment | —Unverified | 0 | 0 |
| What's Pulling the Strings? Evaluating Integrity and Attribution in AI Training and Inference through Concept Shift | Apr 28, 2025 | AttributeData Poisoning | —Unverified | 0 | 0 |