AI Safety

More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation ACL 2024 MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate EMNLP 2024 Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models EMNLP 2024 Multilingual Jailbreak Challenges in Large Language Models ICLR 2024 Natural Light Can Also Be Dangerous: Traffic Sign Misinterpretation Under Adversarial Natural Light Attacks WACV 2024 Navigating the OverKill in Large Language Models ACL 2024 Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models NeurIPS 2024 Nearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks CVPR 2024 Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization EMNLP 2024 Negative Human Rights as a Basis for Long-term AI Safety and Regulation (Abstract Reprint) IJCAI 2024 NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding EMNLP 2024 NeRFail: Neural Radiance Fields-Based Multiview Adversarial Attack AAAI 2024 Neural Closure Certificates AAAI 2024 NN4SysBench: Characterizing Neural Network Verification for Computer Systems NeurIPS 2024 No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices NeurIPS 2024 Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning ICML 2024 Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks AISTATS 2024 Normative Testimony and Belief Functions: A Formal Theory of Norm Learning IJCAI 2024 NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security NeurIPS 2024 Occlusion Sensitivity Analysis With Augmentation Subspace Perturbation in Deep Feature Space WACV 2024 ODIN: Disentangled Reward Mitigates Hacking in RLHF ICML 2024 OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research JMLR 2024 One Shot Inverse Reinforcement Learning for Stochastic Linear Bandits UAI 2024 One-Shot Machine Unlearning with Mnemonic Code ACML 2024 One-Shot Safety Alignment for Large Language Models via Optimal Dualization NeurIPS 2024