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| Beyond Safe Answers: A Benchmark for Evaluating True Risk Awareness in Large Reasoning Models | May 26, 2025 | Safety Alignment | CodeCode Available | 0 | 5 |
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| DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models | Apr 25, 2025 | DisentanglementSafety Alignment | CodeCode Available | 0 | 5 |
| Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety | May 11, 2025 | Outlier DetectionRed Teaming | CodeCode Available | 0 | 5 |
| Monitoring Decomposition Attacks in LLMs with Lightweight Sequential Monitors | Jun 12, 2025 | Question AnsweringSafety Alignment | CodeCode Available | 0 | 5 |
| Mitigating Fine-tuning Risks in LLMs via Safety-Aware Probing Optimization | May 22, 2025 | Safety Alignment | CodeCode Available | 0 | 5 |
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