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Adversarial Learning

2063 directly classified papers

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Papers

When Visual State Space Model Meets Backdoor Attacks WACV 2025
Adversarial Attention Deficit: Fooling Deformable Vision Transformers with Collaborative Adversarial Patches WACV 2025
Ad^2mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation WACV 2025
PoolAtnRes: Towards Generalisable Differential Morphing Attack Detection WACV 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
Class-Conditioned Transformation for Enhanced Robust Image Classification WACV 2025
Reducing the Content Bias for AI-Generated Image Detection WACV 2025
HoneypotNet: Backdoor Attacks Against Model Extraction AAAI 2025
IDEATOR: Jailbreaking and Benchmarking Large Vision-Language Models Using Themselves ICCV 2025
FastJSMA: Accelerating Jacobian-based Saliency Map Attacks through Gradient Decoupling ICCV 2025
Adversarial Reconstruction Feedback for Robust Fine-grained Generalization ICCV 2025
Backdoor Attacks on Neural Networks via One-Bit Flip ICCV 2025
Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025
Guiding Noisy Label Conditional Diffusion Models with Score-based Discriminator Correction ICCV 2025
Ph-GAN: Physics-Inspired GAN for Generating SAR Images Under Limited Data ICCV 2025
IAP: Invisible Adversarial Patch Attack through Perceptibility-Aware Localization and Perturbation Optimization ICCV 2025
Generative Adversarial Diffusion ICCV 2025
Leveraging Spatial Invariance to Boost Adversarial Transferability ICCV 2025
Doppelgangers and Adversarial Vulnerability CVPR 2025
I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models CVPR 2025
Hypergraph Attacks via Injecting Homogeneous Nodes into Elite Hyperedges AAAI 2025
Detecting Adversarial Data Using Perturbation Forgery CVPR 2025
SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters NAACL 2025
Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement AAAI 2025