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Adversarial Learning

1,292 papers

Papers per year

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Papers

Know Thine Enemy: Adaptive Attacks on Misinformation Detection Using Reinforcement Learning ACL 2024
Effect of Ambient-Intrinsic Dimension Gap on Adversarial Vulnerability AISTATS 2024
Optimal Zero-Shot Detector for Multi-Armed Attacks AISTATS 2024
Spectrum Extraction and Clipping for Implicitly Linear Layers AISTATS 2024
On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem AISTATS 2024
Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks AISTATS 2024
Transferable Structural Sparse Adversarial Attack Via Exact Group Sparsity Training CVPR 2024
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning CVPR 2024
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers CVPR 2024
Revisiting Adversarial Training at Scale CVPR 2024
DAP: A Dynamic Adversarial Patch for Evading Person Detectors CVPR 2024
GLOW: Global Layout Aware Attacks on Object Detection CVPR 2024
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP CVPR 2024
Towards Accurate and Robust Architectures via Neural Architecture Search CVPR 2024
Robust Image Denoising through Adversarial Frequency Mixup CVPR 2024
PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor CVPR 2024
Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models CVPR 2024
Towards Transferable Targeted 3D Adversarial Attack in the Physical World CVPR 2024
Adversarial Backdoor Attack by Naturalistic Data Poisoning on Trajectory Prediction in Autonomous Driving CVPR 2024
Random Entangled Tokens for Adversarially Robust Vision Transformer CVPR 2024
Boosting Adversarial Transferability by Block Shuffle and Rotation CVPR 2024
Infrared Adversarial Car Stickers CVPR 2024
Physical Backdoor: Towards Temperature-based Backdoor Attacks in the Physical World CVPR 2024
On the Robustness of Large Multimodal Models Against Image Adversarial Attacks CVPR 2024
Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024