adversarial learning

Hide and Seek with LLMs: An Adversarial Game for Sneaky Error Generation and Self-Improving Diagnosis AAAI 2026 Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation AAAI 2026 Injection, Attack and Erasure: Revocable Backdoor Attacks via Machine Unlearning AAAI 2026 Interpretable Adversarial Reinforcement Learning AAAI 2026 Learning Fair Representations with Kolmogorov-Arnold Networks AAAI 2026 Lose Your Self (LoYS): An Adversarial Entropy-based Unsupervised Approach for Model Debiasing WACV 2026 LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping AAAI 2026 Mitigating Backdoor Attacks via Trigger Reconstruction and Model Hardening WACV 2026 Mobile-VTON: High-Fidelity On-Device Virtual Try-On CVPR 2026 MTAttack: Multi-Target Backdoor Attacks Against Large Vision-Language Models AAAI 2026 Patch Your Matcher: Correspondence-Aware Image-to-Image Translation Unlocks Cross-Modal Matching via Single-Modality Priors WACV 2026 Phased One-Step Adversarial Equilibrium for Video Diffusion Models AAAI 2026 Quantifying and Mitigating Hospital Domain Bias in Pathology Foundation Models using Adversarial Feature Disentanglement MIDL 2026 Spectral-Geometric Neural Fields for Pose-Free LiDAR View Synthesis CVPR 2026 Spectral Super-Resolution via Adversarial Unfolding and Data-Driven Spectrum Regularization: From Multispectral Satellite Data to NASA Hyperspectral Image CVPR 2026 Stability-Driven Motion Generation for Object-Guided Human-Human Co-Manipulation CVPR 2026 Stabilizing Cross-Modal Bidirectional Attribution: Few-Shot Adversarial Prompt Tuning for Robust Vision-Language Models AAAI 2026 Systematic Analysis of the Unintentional CSAM-Generation-Potential of Text-to-Image Models WACV 2026 Toward the Frontiers of Reliable Diffusion Sampling via Adversarial Sinkhorn Attention Guidance AAAI 2026 UltraClean: A Simple Framework to Train Robust Neural Networks against Backdoor Attacks WACV 2026 UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection CVPR 2026 VILTA: A VLM-in-the-Loop Adversary for Enhancing Driving Policy Robustness AAAI 2026 When Prompt Optimization Becomes Jailbreaking: Adaptive Red-Teaming of Large Language Models EACL 2026 ACE: Anti-Editing Concept Erasure in Text-to-Image Models CVPR 2025 A Comprehensive Taxonomy of Bias Mitigation Methods for Hate Speech Detection ACL 2025