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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

FastJSMA: Accelerating Jacobian-based Saliency Map Attacks through Gradient Decoupling ICCV 2025
Guiding Noisy Label Conditional Diffusion Models with Score-based Discriminator Correction ICCV 2025
Backdoor Attacks on Neural Networks via One-Bit Flip ICCV 2025
Graph Agent Network: Empowering Nodes with Inference Capabilities for Adversarial Resilience AAAI 2025
Grimm: A Plug-and-Play Perturbation Rectifier for Graph Neural Networks Defending Against Poisoning Attacks AAAI 2025
Protecting Model Adaptation from Trojans in the Unlabeled Data AAAI 2025
Imperceptible 3D Point Cloud Attacks on Lattice-based Barycentric Coordinates AAAI 2025
Two-Timescale Gradient Descent Ascent Algorithms for Nonconvex Minimax Optimization JMLR 2025
Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification JMLR 2025
Fair Text Classification via Transferable Representations JMLR 2025
EntropyMark: Towards More Harmless Backdoor Watermark via Entropy-based Constraint for Open-source Dataset Copyright Protection CVPR 2025
Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data CVPR 2025
Ph-GAN: Physics-Inspired GAN for Generating SAR Images Under Limited Data ICCV 2025
Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification CVPR 2025
Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025
MixerMDM: Learnable Composition of Human Motion Diffusion Models CVPR 2025
NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping ICCV 2025
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining CVPR 2025
PoolAtnRes: Towards Generalisable Differential Morphing Attack Detection WACV 2025
OSV: One Step is Enough for High-Quality Image to Video Generation CVPR 2025
MYOPIA: Protecting Face Privacy from Malicious Personalized Text-to-Image Synthesis via Unlearnable Examples AAAI 2025
Saliuitl: Ensemble Salience Guided Recovery of Adversarial Patches against CNNs CVPR 2025
Enhancing Adversarial Transferability with Adversarial Weight Tuning AAAI 2025
Can't Slow Me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices CVPR 2025
END^2: Robust Dual-Decoder Watermarking Framework Against Non-Differentiable Distortions AAAI 2025