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adversarial robustness

1335 papers

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Also known as

ADV AR

Co-occurring keywords

adversarial training (1261) adversarial attack (1599) neural network (6616) adversarial example (563) adversarial learning (1592) model robustness (478) adversarial defense (324) large language model (12755) certified robustness (116) adversarial perturbation (376)

Papers

Class-Conditioned Transformation for Enhanced Robust Image Classification WACV 2025
Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025
Prototype Guided Backdoor Defense via Activation Space Manipulation ICCV 2025
Mitigating Catastrophic Overfitting in Fast Adversarial Training via Label Information Elimination ICCV 2025
Does Knowing More Make You Easier to Trick? Adversarial Robustness of Multi-Target Regression AAAI 2025
Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025
COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems Against Semantic Attacks AAAI 2025
SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers ICCV 2025
Boost Embodied AI Models with Robust Compression Boundary IJCAI 2025
A Multi-Granularity Clustering Approach for Federated Backdoor Defense with the Adam Optimizer IJCAI 2025
PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks AAAI 2025
TRNAS: A Training-Free Robust Neural Architecture Search ICCV 2025
DiffPAD: Denoising Diffusion-Based Adversarial Patch Decontamination WACV 2025
Enhancing Robustness in Incremental Learning with Adversarial Training AAAI 2025
Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement AAAI 2025
Learning Robust and Privacy-Preserving Representations via Information Theory AAAI 2025
Neuromanifold-Regularized KANs for Shape-fair Feature Representations ICCV 2025
Sparse Transfer Learning Accelerates and Enhances Certified Robustness: A Comprehensive Study AAAI 2025
DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models AAAI 2025
Can Go AIs Be Adversarially Robust? AAAI 2025
Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment ICCV 2025
Robust Heterogeneous Graph Classification for Molecular Property Prediction with Information Bottleneck AAAI 2025
Certification of Speaker Recognition Models to Additive Perturbations AAAI 2025
Adversarial Robust Memory-Based Continual Learner ICCV 2025
AdvERSEM: Adversarial Robustness Testing and Training of LLM-based Groundedness Evaluators via Semantic Structure Manipulation EMNLP 2025