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Adversarial Learning

1235 directly classified papers

Papers per year

Papers

Wide Two-Layer Networks can Learn from Adversarial Perturbations NIPS 2024
Fight Back Against Jailbreaking via Prompt Adversarial Tuning NIPS 2024
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks NIPS 2024
Data Poisoning based Backdoor Attacks to Contrastive Learning CVPR 2024
Overload: Latency Attacks on Object Detection for Edge Devices CVPR 2024
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds CVPR 2024
Attack To Defend: Exploiting Adversarial Attacks for Detecting Poisoned Models CVPR 2024
Unsegment Anything by Simulating Deformation CVPR 2024
Deep-TROJ: An Inference Stage Trojan Insertion Algorithm through Efficient Weight Replacement Attack CVPR 2024
DiffAM: Diffusion-based Adversarial Makeup Transfer for Facial Privacy Protection CVPR 2024
SlowFormer: Adversarial Attack on Compute and Energy Consumption of Efficient Vision Transformers CVPR 2024
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning CVPR 2024
Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning AAAI 2024
Semantic-Aware Multi-Label Adversarial Attacks CVPR 2024
Towards Accurate and Robust Architectures via Neural Architecture Search CVPR 2024
Neural Codec-based Adversarial Sample Detection for Speaker Verification INTERSPEECH 2024
Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models CVPR 2024
On the Robustness of Neural-Enhanced Video Streaming against Adversarial Attacks AAAI 2024
NAPGuard: Towards Detecting Naturalistic Adversarial Patches CVPR 2024
GLOW: Global Layout Aware Attacks on Object Detection CVPR 2024
Towards Transferable Targeted 3D Adversarial Attack in the Physical World CVPR 2024
Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024
Closing the Gap: Achieving Better Accuracy-Robustness Tradeoffs against Query-Based Attacks AAAI 2024
Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor NIPS 2024
On the Robustness of Large Multimodal Models Against Image Adversarial Attacks CVPR 2024