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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation NAACL 2025
Adversarial Preference Learning for Robust LLM Alignment ACL 2025
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining CVPR 2025
Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach ACL 2025
OSV: One Step is Enough for High-Quality Image to Video Generation CVPR 2025
FaceShield: Defending Facial Image against Deepfake Threats ICCV 2025
Compositional Targeted Multi-Label Universal Perturbations CVPR 2025
Saliuitl: Ensemble Salience Guided Recovery of Adversarial Patches against CNNs CVPR 2025
Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization JMLR 2025
SABER: Uncovering Vulnerabilities in Safety Alignment via Cross-Layer Residual Connection EMNLP 2025
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors EMNLP 2025
Attention Eclipse: Manipulating Attention to Bypass LLM Safety-Alignment EMNLP 2025
Harmful Prompt Laundering: Jailbreaking LLMs with Abductive Styles and Symbolic Encoding EMNLP 2025
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment CVPR 2025
Low-Frequency Black-Box Backdoor Attack via Evolutionary Algorithm WACV 2025
Harnessing Global-Local Collaborative Adversarial Perturbation for Anti-Customization CVPR 2025
MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework CVPR 2025
Fair Text Classification via Transferable Representations JMLR 2025
Can't Slow Me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices CVPR 2025
CamoFA: A Learnable Fourier-Based Augmentation for Camouflage Segmentation WACV 2025
Class-Conditioned Transformation for Enhanced Robust Image Classification WACV 2025
NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping ICCV 2025
Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification CVPR 2025
EntropyMark: Towards More Harmless Backdoor Watermark via Entropy-based Constraint for Open-source Dataset Copyright Protection CVPR 2025
SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization WACV 2025