| DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models | Apr 25, 2025 | DisentanglementSafety Alignment | CodeCode Available | 0 |
| Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment in Adaptation of LLMs | Jun 21, 2025 | Safety Alignment | CodeCode Available | 0 |
| Beyond Safe Answers: A Benchmark for Evaluating True Risk Awareness in Large Reasoning Models | May 26, 2025 | Safety Alignment | CodeCode Available | 0 |
| Mitigating Fine-tuning Risks in LLMs via Safety-Aware Probing Optimization | May 22, 2025 | Safety Alignment | CodeCode Available | 0 |
| Don't Command, Cultivate: An Exploratory Study of System-2 Alignment | Nov 26, 2024 | Prompt EngineeringSafety Alignment | CodeCode Available | 0 |
| A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement | Oct 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| BiasJailbreak:Analyzing Ethical Biases and Jailbreak Vulnerabilities in Large Language Models | Oct 17, 2024 | Red TeamingSafety Alignment | CodeCode Available | 0 |
| Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack | Dec 12, 2023 | Question AnsweringSafety Alignment | CodeCode Available | 0 |
| LLM Safety Alignment is Divergence Estimation in Disguise | Feb 2, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Stochastic Monkeys at Play: Random Augmentations Cheaply Break LLM Safety Alignment | Nov 5, 2024 | QuantizationSafety Alignment | CodeCode Available | 0 |
