AI Safety

Attack Prompt Generation for Red Teaming and Defending Large Language Models EMNLP 2023 Attacks on Online Learners: a Teacher-Student Analysis NeurIPS 2023 Auditing and Robustifying COVID-19 Misinformation Datasets via Anticontent Sampling AAAI 2023 Augmented Proximal Policy Optimization for Safe Reinforcement Learning AAAI 2023 Automated Reachability Analysis of Neural Network-Controlled Systems via Adaptive Polytopes L4DC 2023 Automatically Auditing Large Language Models via Discrete Optimization ICML 2023 Backdoor Defense via Adaptively Splitting Poisoned Dataset CVPR 2023 Beating Backdoor Attack at Its Own Game ICCV 2023 BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset NeurIPS 2023 Behavior Alignment via Reward Function Optimization NeurIPS 2023 Benchmarking and Analyzing Robust Point Cloud Recognition: Bag of Tricks for Defending Adversarial Examples ICCV 2023 Beyond NaN: Resiliency of Optimization Layers in the Face of Infeasibility AAAI 2023 BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning NeurIPS 2023 Birds of an odd feather: guaranteed out-of-distribution (OOD) novel category detection UAI 2023 BITE: Textual Backdoor Attacks with Iterative Trigger Injection ACL 2023 Black-Box Adversarial Attack on Time Series Classification AAAI 2023 Black-box Backdoor Defense via Zero-shot Image Purification NeurIPS 2023 Black-Box Sparse Adversarial Attack via Multi-Objective Optimisation CVPR 2023 BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming ICML 2023 Boosting Decision-Based Black-Box Adversarial Attack with Gradient Priors IJCAI 2023 CamoPatch: An Evolutionary Strategy for Generating Camoflauged Adversarial Patches NeurIPS 2023 Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate EMNLP 2023 Can Large Language Models Safely Address Patient Questions Following Cataract Surgery? ACL 2023 Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders CVPR 2023 Can We Edit Factual Knowledge by In-Context Learning? EMNLP 2023