conftrace_

safety alignment

178 papers

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Co-occurring keywords

large language model (13587) jailbreak attack (225) adversarial attack (1621) model safety (101) harmful content (66) multimodal large language model (966) ai safety (235) language model (4599) llm safety (67) adversarial learning (1595)

Papers

Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models EMNLP 2025
Data to Defense: The Role of Curation in Aligning Large Language Models Against Safety Compromise EMNLP 2025
Speculative Safety-Aware Decoding EMNLP 2025
SABER: Uncovering Vulnerabilities in Safety Alignment via Cross-Layer Residual Connection EMNLP 2025
Attention Eclipse: Manipulating Attention to Bypass LLM Safety-Alignment EMNLP 2025
Path Drift in Large Reasoning Models: How First-Person Commitments Override Safety EMNLP 2025
AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender EMNLP 2025
SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning EMNLP 2025
How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources EMNLP 2025
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts AAAI 2025
SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models AAAI 2025
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models AAAI 2025
ChatBug: A Common Vulnerability of Aligned LLMs Induced by Chat Templates AAAI 2025
Exploring Intrinsic Alignments Within Text Corpus AAAI 2025
Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture NAACL 2025
AlignGuard: Scalable Safety Alignment for Text-to-Image Generation ICCV 2025
The TIP of the Iceberg: Revealing a Hidden Class of Task-in-Prompt Adversarial Attacks on LLMs ACL 2025
Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training EMNLP 2025
When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning EMNLP 2025
Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models EMNLP 2025
Jailbreak Attack Initializations as Extractors of Compliance Directions EMNLP 2025
SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models EMNLP 2025
Understanding and Mitigating Overrefusal in LLMs from an Unveiling Perspective of Safety Decision Boundary EMNLP 2025
Trustworthy Medical Question Answering: An Evaluation-Centric Survey EMNLP 2025
Agent vs. Agent: Automated Data Generation and Red-Teaming for Custom Agentic Workflows EMNLP 2025