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Adversarial Learning

4854 directly classified papers

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Papers

Stealthy Backdoor Attack in Federated Learning via Adaptive Layer-wise Gradient Alignment ICCV 2025
Generative Adversarial Diffusion ICCV 2025
Imperceptible 3D Point Cloud Attacks on Lattice-based Barycentric Coordinates AAAI 2025
DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection ICCV 2025
Adversarial Learning Under Hybrid Perturbations for Robust Acute Lymphoblastic Leukemia Classification AAAI 2025
Hate in Plain Sight: On the Risks of Moderating AI-Generated Hateful Illusions ICCV 2025
VPR-Cloak: A First Look at Privacy Cloak Against Visual Place Recognition ICCV 2025
Coupling the Generator with Teacher for Effective Data-Free Knowledge Distillation ICCV 2025
DCT-Shield: A Robust Frequency Domain Defense against Malicious Image Editing ICCV 2025
Anti-Tamper Protection for Unauthorized Individual Image Generation ICCV 2025
CAMH: Advancing Model Hijacking Attack in Machine Learning AAAI 2025
Mitigating Catastrophic Overfitting in Fast Adversarial Training via Label Information Elimination ICCV 2025
Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis IJCNLP 2025
AAKR: Adversarial Attack-based Knowledge Retention for Continual Semantic Segmentation AAAI 2025
Detecting and Corrupting Convolution-based Unlearnable Examples AAAI 2025
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers ICCV 2025
PLA: Prompt Learning Attack against Text-to-Image Generative Models ICCV 2025
Does Knowing More Make You Easier to Trick? Adversarial Robustness of Multi-Target Regression AAAI 2025
RP-PGD: Boosting Segmentation Robustness with a Region-and-Prototype Based Adversarial Attack AAAI 2025
Prototype Guided Backdoor Defense via Activation Space Manipulation ICCV 2025
NaFV-Net: An Adversarial Four-view Network for Mammogram Classification AAAI 2025
DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models AAAI 2025
Guiding Noisy Label Conditional Diffusion Models with Score-based Discriminator Correction ICCV 2025
AdvDisplay: Adversarial Display Assembled by Thermoelectric Cooler for Fooling Thermal Infrared Detectors AAAI 2025
KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models AAAI 2025