adversarial robustness

1335 papers

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Also known as

UAP PAR 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

Atoxia: Red-teaming Large Language Models with Target Toxic Answers NAACL 2025

Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models NAACL 2025

The Impact of Dialect Variation on Robust Automatic Speech Recognition for Catalan NAACL 2025

Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement AAAI 2025

3SAT: A Simple Self-Supervised Adversarial Training Framework AAAI 2025

SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers ICCV 2025

ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks CVPR 2025

Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution AAAI 2025

On the Robustness of Distributed Machine Learning Against Transfer Attacks AAAI 2025

Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency ACL 2025

CIARD: Cyclic Iterative Adversarial Robustness Distillation ICCV 2025

Failure Cases Are Better Learned But Boundary Says Sorry: Facilitating Smooth Perception Change for Accuracy-Robustness Trade-Off in Adversarial Training ICCV 2025

Confound from All Sides, Distill with Resilience: Multi-Objective Adversarial Paths to Zero-Shot Robustness ICCV 2025

Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment ICCV 2025

Adversarial Robust Memory-Based Continual Learner ICCV 2025

Model Unlearning via Sparse Autoencoder Subspace Guided Projections EMNLP 2025

Harnessing Robust Statistics for Trustworthy AI AAAI 2025

Mitigating Catastrophic Overfitting in Fast Adversarial Training via Label Information Elimination ICCV 2025

Prototype Guided Backdoor Defense via Activation Space Manipulation ICCV 2025

Certification of Speaker Recognition Models to Additive Perturbations AAAI 2025

KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models AAAI 2025

Robust SAM: On the Adversarial Robustness of Vision Foundation Models AAAI 2025

Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios EMNLP 2025

Robust Heterogeneous Graph Classification for Molecular Property Prediction with Information Bottleneck AAAI 2025

Beyond Text-to-SQL for IoT Defense: A Comprehensive Framework for Querying and Classifying IoT Threats NAACL 2025