Safety

Reward (Mis)design for Autonomous Driving (Abstract Reprint) AAAI 2024 SafeDreamer: Safe Reinforcement Learning with World Models ICLR 2024 Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders ACL 2024 Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models NeurIPS 2024 Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration AAAI 2024 Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations EMNLP 2024 SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models ACL 2024 Simplifying Constraint Inference with Inverse Reinforcement Learning NeurIPS 2024 Sim-to-Lab-to-Real: Safe Reinforcement Learning with Shielding and Generalization Guarantees (Abstract Reprint) AAAI 2024 SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models ACL 2024 Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise AAAI 2024 Subtle Signatures, Strong Shields: Advancing Robust and Imperceptible Watermarking in Large Language Models ACL 2024 Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution EMNLP 2024 T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models NeurIPS 2024 Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning NeurIPS 2024 The Art of Saying No: Contextual Noncompliance in Language Models NeurIPS 2024 Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights EMNLP 2024 Towards Trustworthy Deep Learning AAAI 2024 Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis EMNLP 2024 TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification ACL 2024 TrustAgent: Towards Safe and Trustworthy LLM-based Agents EMNLP 2024 ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average EMNLP 2024 Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense NeurIPS 2024 Unelicitable Backdoors via Cryptographic Transformer Circuits NeurIPS 2024 UNIWIZ: A Unified Large Language Model Orchestrated Wizard for Safe Knowledge Grounded Conversations ACL 2024