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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

Towards Better Robustness Against Natural Corruptions in Document Tampering Localization AAAI 2025 Towards Generalization Bounds of GCNs for Adversarially Robust Node Classification ICLR 2025 Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks CVPR 2025 Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification JMLR 2025 Towards Robust Training via Gradient-Diversified Backpropagation WACV 2025 Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025 Towards Trustworthy Machine Learning Under Distribution Shifts AAAI 2025 Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks NAACL 2025 Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding ICCV 2025 Training Verification-Friendly Neural Networks via Neuron Behavior Consistency AAAI 2025 TRNAS: A Training-Free Robust Neural Architecture Search ICCV 2025 Understanding How CodeLLMs (Mis)Predict Types with Activation Steering EMNLP 2025 Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory AISTATS 2025 Verification of Neural Networks Against Convolutional Perturbations via Parameterised Kernels AAAI 2025 Verifying Properties of Binary Neural Networks Using Sparse Polynomial Optimization ICLR 2025 Vision Transformers Beat WideResNets on Small Scale Datasets Adversarial Robustness AAAI 2025 Watermark under Fire: A Robustness Evaluation of LLM Watermarking EMNLP 2025 When and Where do Data Poisons Attack Textual Inversion? ICCV 2025 When Backdoors Speak: Understanding LLM Backdoor Attacks Through Model-Generated Explanations ACL 2025 When Data-Free Knowledge Distillation Meets Non-Transferable Teacher: Escaping Out-of-Distribution Trap is All You Need ICML 2025 When Lighting Deceives: Exposing Vision-Language Models' Illumination Vulnerability Through Illumination Transformation Attack ICCV 2025 When Visual State Space Model Meets Backdoor Attacks WACV 2025 When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning AAAI 2025 Zero-cost Proxy for Adversarial Robustness Evaluation ICLR 2025 1-Lipschitz Layers Compared: Memory Speed and Certifiable Robustness CVPR 2024