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adversarial robustness

1,552 papers

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Also known as

ADV AR

Co-occurring keywords · papers mentioning both

adversarial training (292) adversarial attack (262) neural network (146) adversarial example (121) adversarial learning (80) certified robustness (73) large language model (68) model robustness (66) adversarial defense (65) adversarial perturbation (65)

Papers

Near Optimal Adversarial Attacks on Stochastic Bandits and Defenses with Smoothed Responses AISTATS 2024 Neural Architecture Search Finds Robust Models by Knowledge Distillation UAI 2024 One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models CVPR 2024 On the Adversarial Robustness of Benjamini Hochberg NeurIPS 2024 On the Computability of Robust PAC Learning COLT 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 Impact of Hard Adversarial Instances on Overfitting in Adversarial Training JMLR 2024 On the Relationship between Skill Neurons and Robustness in Prompt Tuning COLING 2024 On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation CVPR 2024 On the Scalability of Certified Adversarial Robustness with Generated Data NeurIPS 2024 On the Stability and Generalization of Meta-Learning NeurIPS 2024 On the Vulnerability of Adversarially Trained Models Against Two-faced Attacks ICLR 2024 OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift ICML 2024 Optimal Attack and Defense for Reinforcement Learning AAAI 2024 Optimal Classification under Performative Distribution Shift NeurIPS 2024 Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation AAAI 2024 OxonFair: A Flexible Toolkit for Algorithmic Fairness NeurIPS 2024 PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor CVPR 2024 Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off AAAI 2024 Pixel-wise Smoothing for Certified Robustness against Camera Motion Perturbations AISTATS 2024 PRASS: Probabilistic Risk-averse Robust Learning with Stochastic Search IJCAI 2024 Preemptive Answer “Attacks” on Chain-of-Thought Reasoning ACL 2024 Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness CVPR 2024