Adversarial Learning

On the Adversarial Robustness of Benjamini Hochberg NeurIPS 2024 On the Computational Complexity of Private High-dimensional Model Selection NeurIPS 2024 On the Computational Landscape of Replicable Learning NeurIPS 2024 On the Convergence of an Adaptive Momentum Method for Adversarial Attacks AAAI 2024 On the Duality Between Sharpness-Aware Minimization and Adversarial Training ICML 2024 On the Effectiveness of Adversarial Robustness for Abuse Mitigation with Counterspeech NAACL 2024 On the Effects of Fairness to Adversarial Vulnerability IJCAI 2024 On the Growth of Mistakes in Differentially Private Online Learning: A Lower Bound Perspective COLT 2024 On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training JMLR 2024 On the Over-Memorization During Natural, Robust and Catastrophic Overfitting ICLR 2024 On the Robustness of Large Multimodal Models Against Image Adversarial Attacks CVPR 2024 On the Scalability of Certified Adversarial Robustness with Generated Data NeurIPS 2024 On the Vulnerability of Adversarially Trained Models Against Two-faced Attacks ICLR 2024 On the Vulnerability of Fairness Constrained Learning to Malicious Noise AISTATS 2024 On Unsupervised Domain Adaptation: Pseudo Label Guided Mixup for Adversarial Prompt Tuning AAAI 2024 OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift ICML 2024 Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization ACL 2024 Opinions Are Not Always Positive: Debiasing Opinion Summarization with Model-Specific and Model-Agnostic Methods COLING 2024 Optimal Attack and Defense for Reinforcement Learning AAAI 2024 Optimal Classification under Performative Distribution Shift NeurIPS 2024 Optimal transport based adversarial patch to leverage large scale attack transferability ICLR 2024 Optimal Zero-Shot Detector for Multi-Armed Attacks AISTATS 2024 Order of Magnitude Speedups for LLM Membership Inference EMNLP 2024 ORTicket: Let One Robust BERT Ticket Transfer across Different Tasks COLING 2024 OSLO: One-Shot Label-Only Membership Inference Attacks NeurIPS 2024