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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing CVPR 2025
Rethinking the Adversarial Robustness of Multi-Exit Neural Networks in an Attack-Defense Game CVPR 2025
Backdoor Attacks on Neural Networks via One-Bit Flip ICCV 2025
Compositional Targeted Multi-Label Universal Perturbations CVPR 2025
Harnessing Global-Local Collaborative Adversarial Perturbation for Anti-Customization CVPR 2025
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment CVPR 2025
Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature AAAI 2025
Attention-Imperceptible Backdoor Attacks on Vision Transformers AAAI 2025
Everywhere Attack: Attacking Locally and Globally to Boost Targeted Transferability AAAI 2025
A New Adversarial Perspective for LiDAR-based 3D Object Detection AAAI 2025
Reducing the Content Bias for AI-Generated Image Detection WACV 2025
PBCAT: Patch-Based Composite Adversarial Training against Physically Realizable Attacks on Object Detection ICCV 2025
Boosting Fine-Grained Visual Anomaly Detection with Coarse-Knowledge-Aware Adversarial Learning AAAI 2025
Does Knowing More Make You Easier to Trick? Adversarial Robustness of Multi-Target Regression AAAI 2025
McCaD: Multi-Contrast MRI Conditioned Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis WACV 2025
CamoFA: A Learnable Fourier-Based Augmentation for Camouflage Segmentation WACV 2025
FREE: Fast and Robust Vision Language Models with Early Exits ACL 2025
Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems ACL 2025
Accelerating Adversarial Training on Under-Utilized GPU IJCAI 2025
Attention to Neural Plagiarism: Diffusion Models Can Plagiarize Your Copyrighted Images! ICCV 2025
Class-Conditioned Transformation for Enhanced Robust Image Classification WACV 2025
How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study EMNLP 2025
Asset Pricing with Contrastive Adversarial Variational Bayes IJCAI 2025
Failure Cases Are Better Learned But Boundary Says Sorry: Facilitating Smooth Perception Change for Accuracy-Robustness Trade-Off in Adversarial Training ICCV 2025
Adversarial Reconstruction Feedback for Robust Fine-grained Generalization ICCV 2025