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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

Robust Text Classification: Analyzing Prototype-Based Networks EMNLP 2024 RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions COLING 2024 Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models NeurIPS 2024 Saliency-driven Experience Replay for Continual Learning NeurIPS 2024 Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes NeurIPS 2024 SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials SemEval 2024 Shape-Biased CNNs Are Not Always Superior in Out-of-Distribution Robustness WACV 2024 Simple Post-Training Robustness Using Test Time Augmentations and Random Forest WACV 2024 SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents NeurIPS 2024 Spear: Evaluate the Adversarial Robustness of Compressed Neural Models IJCAI 2024 Spectrum Extraction and Clipping for Implicitly Linear Layers AISTATS 2024 SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models ACL 2024 StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024 Structure-Preserving Physics-Informed Neural Networks with Energy or Lyapunov Structure IJCAI 2024 Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL 2024 TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases NeurIPS 2024 TaiChi: Improving the Robustness of NLP Models by Seeking Common Ground While Reserving Differences COLING 2024 TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting Models NeurIPS 2024 Taxonomy Driven Fast Adversarial Training AAAI 2024 Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models NeurIPS 2024 The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images ICLR 2024 The Implicit Bias of Gradient Descent toward Collaboration between Layers: A Dynamic Analysis of Multilayer Perceptions NeurIPS 2024 The Instinctive Bias: Spurious Images lead to Illusion in MLLMs EMNLP 2024 The power of an adversary in Glauber dynamics COLT 2024 Tight Verification of Probabilistic Robustness in Bayesian Neural Networks AISTATS 2024