| Toxic Subword Pruning for Dialogue Response Generation on Large Language Models | Oct 5, 2024 | Language ModellingMachine Translation | —Unverified | 0 |
| Trojan Horse Prompting: Jailbreaking Conversational Multimodal Models by Forging Assistant Message | Jul 7, 2025 | Image GenerationSafety Alignment | —Unverified | 0 |
| Trustworthy AI: Safety, Bias, and Privacy -- A Survey | Feb 11, 2025 | Safety AlignmentSurvey | —Unverified | 0 |
| Jailbreak-AudioBench: In-Depth Evaluation and Analysis of Jailbreak Threats for Large Audio Language Models | Jan 23, 2025 | Safety Alignment | —Unverified | 0 |
| TuneShield: Mitigating Toxicity in Conversational AI while Fine-tuning on Untrusted Data | Jul 8, 2025 | ChatbotInstruction Following | —Unverified | 0 |
| Understanding and Mitigating Overrefusal in LLMs from an Unveiling Perspective of Safety Decision Boundary | May 23, 2025 | Safety Alignment | —Unverified | 0 |
| Understanding and Rectifying Safety Perception Distortion in VLMs | Feb 18, 2025 | DisentanglementSafety Alignment | —Unverified | 0 |
| Unfair Alignment: Examining Safety Alignment Across Vision Encoder Layers in Vision-Language Models | Nov 6, 2024 | Safety Alignment | —Unverified | 0 |
| Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models | Oct 11, 2024 | Safety Alignment | —Unverified | 0 |
| Utilizing Jailbreak Probability to Attack and Safeguard Multimodal LLMs | Mar 10, 2025 | Binary ClassificationSafety Alignment | —Unverified | 0 |
| VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization | Apr 17, 2025 | Multimodal ReasoningSafety Alignment | —Unverified | 0 |
| VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap | Feb 14, 2025 | AttributeSafety Alignment | —Unverified | 0 |
| Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning | Jun 4, 2025 | Safety Alignment | —Unverified | 0 |
| Vulnerability Mitigation for Safety-Aligned Language Models via Debiasing | Feb 4, 2025 | Safety Alignment | —Unverified | 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 |
| Failures to Find Transferable Image Jailbreaks Between Vision-Language Models | Jul 21, 2024 | Instruction FollowingLanguage Modelling | —Unverified | 0 |
| Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets | Jun 5, 2025 | Safety Alignment | —Unverified | 0 |
| Why Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region | Feb 19, 2025 | Decision MakingSafety Alignment | —Unverified | 0 |
| WordGame: Efficient & Effective LLM Jailbreak via Simultaneous Obfuscation in Query and Response | May 22, 2024 | LLM JailbreakSafety Alignment | —Unverified | 0 |
| Probing the Safety Response Boundary of Large Language Models via Unsafe Decoding Path Generation | Aug 20, 2024 | Safety Alignment | —Unverified | 0 |
| PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models | Jan 7, 2025 | Image GenerationSafety Alignment | —Unverified | 0 |
| RealSafe-R1: Safety-Aligned DeepSeek-R1 without Compromising Reasoning Capability | Apr 14, 2025 | Safety Alignment | —Unverified | 0 |
| Refining Positive and Toxic Samples for Dual Safety Self-Alignment of LLMs with Minimal Human Interventions | Feb 8, 2025 | Safety Alignment | —Unverified | 0 |
| Refusal-Feature-guided Teacher for Safe Finetuning via Data Filtering and Alignment Distillation | Jun 9, 2025 | Safety Alignment | —Unverified | 0 |
| Representation-based Reward Modeling for Efficient Safety Alignment of Large Language Model | Mar 13, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |