AI Safety

Zero-cost Proxy for Adversarial Robustness Evaluation ICLR 2025 Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs EMNLP 2025 ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs NeurIPS 2024 1-Lipschitz Layers Compared: Memory Speed and Certifiable Robustness CVPR 2024 Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing AAAI 2024 Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling NeurIPS 2024 Achieving Domain-Independent Certified Robustness via Knowledge Continuity NeurIPS 2024 A Chinese Dataset for Evaluating the Safeguards in Large Language Models ACL 2024 A Closer Look at Robustness of Vision Transformers to Backdoor Attacks WACV 2024 A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning NAACL 2024 A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models ACL 2024 A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models EMNLP 2024 Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space ACL 2024 Active Learning for Robust and Representative LLM Generation in Safety-Critical Scenarios EMNLP 2024 Adaptable Moral Stances of Large Language Models on Sexist Content: Implications for Society and Gender Discourse EMNLP 2024 Adaptive Experiment Design with Synthetic Controls AISTATS 2024 Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences NeurIPS 2024 Adaptive Shortcut Debiasing for Online Continual Learning AAAI 2024 ADEA: An Argumentative Dialogue Dataset on Ethical Issues Concerning Future A.I. Applications COLING 2024 Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models EMNLP 2024 Advancing Beyond Identification: Multi-bit Watermark for Large Language Models NAACL 2024 Advancing the Robustness of Large Language Models through Self-Denoised Smoothing NAACL 2024 Adversarial Attacks on the Interpretation of Neuron Activation Maximization AAAI 2024 Adversarial Feature Map Pruning for Backdoor ICLR 2024 Adversarial Math Word Problem Generation EMNLP 2024