safety guardrail

Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety ACL 2026 Jailbreaking Safeguarded Text-to-Image Models via Large Language Models EACL 2026 R^2-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning ICLR 2025 CoBia: Constructed Conversations Can Trigger Otherwise Concealed Societal Biases in LLMs EMNLP 2025 COVER: Context-Driven Over-Refusal Verification in LLMs ACL 2025 Defensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak Attacks ACL 2025 Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings COLING 2025 Monte Carlo Tree Search Based Prompt Autogeneration for Jailbreak Attacks against LLMs COLING 2025 On Guardrail Models’ Robustness to Mutations and Adversarial Attacks EMNLP 2025 On the Role of Attention Heads in Large Language Model Safety ICLR 2025 Red-Teaming for Uncovering Societal Bias in Large Language Models ACL 2025 SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models ACL 2025 Shortcut Learning in Safety: The Impact of Keyword Bias in Safeguards ACL 2025 Using Humor to Bypass Safety Guardrails in Large Language Models ACL 2025 Is Safer Better? The Impact of Guardrails on the Argumentative Strength of LLMs in Hate Speech Countering EMNLP 2024 Learning To See But Forgetting To Follow: Visual Instruction Tuning Makes LLMs More Prone To Jailbreak Attacks COLING 2024 Plan-Grounded Large Language Models for Dual Goal Conversational Settings EACL 2024 Visual Adversarial Examples Jailbreak Aligned Large Language Models AAAI 2024