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Safety Alignment

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Showing 101–125 of 288 papers

TitleStatusHype
Safety is Not Only About Refusal: Reasoning-Enhanced Fine-tuning for Interpretable LLM Safety—0
Improving LLM Safety Alignment with Dual-Objective OptimizationCode1
SafeVLA: Towards Safety Alignment of Vision-Language-Action Model via Constrained Learning—0
LLM-Safety Evaluations Lack Robustness—0
Llama-3.1-Sherkala-8B-Chat: An Open Large Language Model for Kazakh—0
Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less ReasonableCode1
Steering Dialogue Dynamics for Robustness against Multi-turn Jailbreaking AttacksCode1
FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts—0
The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence—0
Attention Eclipse: Manipulating Attention to Bypass LLM Safety-Alignment—0
C3AI: Crafting and Evaluating Constitutions for Constitutional AI—0
Exploiting Prefix-Tree in Structured Output Interfaces for Enhancing Jailbreak AttackingCode0
Why Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region—0
Understanding and Rectifying Safety Perception Distortion in VLMs—0
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic EmbeddingsCode0
Equilibrate RLHF: Towards Balancing Helpfulness-Safety Trade-off in Large Language Models—0
StructTransform: A Scalable Attack Surface for Safety-Aligned Large Language ModelsCode0
DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing—0
Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety AlignmentCode0
Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language ModelsCode1
X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Multi-Turn Jailbreaks without Compromising UsabilityCode1
VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap—0
The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Safety AnalysisCode3
QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query LanguageCode1
Trustworthy AI: Safety, Bias, and Privacy -- A Survey—0
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