adversarial training

A Combination of Noise and Bilateral Filters Achieve Supralinear and Scalable Adversarial Robustness in CNNs CVPR 2026 AdvFM: Lookahead Flow-Matching Velocity-Field Attacks for Imperceptible and Transferable Adversarial Examples CVPR 2026 AntiDote: Bi-level Adversarial Training for Tamper-Resistant LLMs AAAI 2026 A Provable Energy-Guided Test-Time Defense Boosting Adversarial Robustness of Large Vision-Language Models CVPR 2026 ARREST: Adversarial Resilient Regulation Enhancing Safety and Truth in Large Language Models EACL 2026 ART: Attention-Regularized Transformers for Multi-Modal Robustness EACL 2026 AT-Field: Rethinking the Games in Adversarial Training AAAI 2026 Capturing Dynamic User Interests Under Modality Imbalance for Multimodal Sequential Recommendation AAAI 2026 Cluster-Guided Adversarial Perturbations for Robust Contrastive Learning WACV 2026 CUETLuminaries0227 at SemEval-2026 Task 13: Invariance-Oriented Representation Learning for Robust AI-Generated Code Detection SemEval 2026 DASH: A Meta-Attack Framework for Synthesizing Effective and Stealthy Adversarial Examples CVPR 2026 Data-Driven Lipschitz Continuity: A Cost-Effective Approach to Improve Adversarial Robustness WACV 2026 DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition WACV 2026 Debiased Dual-Invariant Defense for Adversarially Robust Person Re-Identification AAAI 2026 Decoupled Generative Modeling for Human-Object Interaction Synthesis CVPR 2026 Decoupling Defense Strategies for Robust Image Watermarking CVPR 2026 DRFGD: Disentangled Representation-Focused Generative Defense for Attack-Tolerant Cross-Modal Hashing AAAI 2026 FAPE-IR: Frequency-Aware Planning and Execution Framework for All-in-One Image Restoration CVPR 2026 FedAU2: Attribute Unlearning for User-Level Federated Recommender Systems with Adaptive and Robust Adversarial Training AAAI 2026 FlashIn: Fast and Accurate Image Inversion for Real-time Image Editing CVPR 2026 Harnessing Linguistic Dissimilarity for Language Generalization on Unseen Low-Resource Varieties CoNLL 2026 HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion AAAI 2026 How Learning Dynamics Drive Adversarially Robust Generalization? UAI 2026 IdealTSF: Can Non-Ideal Data Contribute to Enhancing the Performance of Time Series Forecasting Models? AAAI 2026 Keep On Going: Learning Robust Humanoid Motion Skills via Selective Adversarial Training AAAI 2026