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Adversarial Learning

4854 directly classified papers

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Papers

MCGAN: Enhancing GAN Training with Regression-Based Generator Loss AAAI 2025
ACE: Anti-Editing Concept Erasure in Text-to-Image Models CVPR 2025
Gradient-Reweighted Adversarial Camouflage for Physical Object Detection Evasion ICCV 2025
Boosting Adversarial Transferability via Negative Hessian Trace Regularization ICCV 2025
Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks CVPR 2025
Seeing is Not Believing: Adversarial Natural Object Optimization for Hard-Label 3D Scene Attacks CVPR 2025
Improving the Transferability of Adversarial Attacks on Face Recognition with Diverse Parameters Augmentation CVPR 2025
Boosting Sentiment Analysis in Persian through a GAN-Based Synthetic Data Augmentation Method COLING 2025
SilverSpeak: Evading AI-Generated Text Detectors using Homoglyphs COLING 2025
DAMAGE: Detecting Adversarially Modified AI Generated Text COLING 2025
CNLP-NITS-PP at GenAI Detection Task 3: Cross-Domain Machine-Generated Text Detection Using DistilBERT Techniques COLING 2025
NAPPure: Adversarial Purification for Robust Image Classification under Non-Additive Perturbations ICCV 2025
Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment ICCV 2025
DCT-Shield: A Robust Frequency Domain Defense against Malicious Image Editing ICCV 2025
AutoPrompt: Automated Red-Teaming of Text-to-Image Models via LLM-Driven Adversarial Prompts ICCV 2025
Adversarial Robust Memory-Based Continual Learner ICCV 2025
Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters AAAI 2025
Query-efficient Attack for Black-box Image Inpainting Forensics via Reinforcement Learning AAAI 2025
PLA: Prompt Learning Attack against Text-to-Image Generative Models ICCV 2025
Harnessing Global-Local Collaborative Adversarial Perturbation for Anti-Customization CVPR 2025
POI Recommendation via Multi-Objective Adversarial Imitation Learning AAAI 2025
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment CVPR 2025
Exploring Sparse MoE in GANs for Text-conditioned Image Synthesis CVPR 2025
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers ICCV 2025
Synonym-unaware Fast Adversarial Training against Textual Adversarial Attacks NAACL 2025