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Adversarial Learning

1235 directly classified papers

Papers per year

Papers

Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models CVPR 2024
NAPGuard: Towards Detecting Naturalistic Adversarial Patches CVPR 2024
Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor NIPS 2024
JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models NIPS 2024
DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification NIPS 2024
Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024
On the Convergence of an Adaptive Momentum Method for Adversarial Attacks AAAI 2024
On the Robustness of Large Multimodal Models Against Image Adversarial Attacks CVPR 2024
Adversarially Robust Dense-Sparse Tradeoffs via Heavy-Hitters NIPS 2024
Boosting Adversarial Transferability by Block Shuffle and Rotation CVPR 2024
UOR: Universal Backdoor Attacks on Pre-trained Language Models ACL 2024
Random Entangled Tokens for Adversarially Robust Vision Transformer CVPR 2024
When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search NIPS 2024
Adversarial Attacks on Federated-Learned Adaptive Bitrate Algorithms AAAI 2024
Mutual-Modality Adversarial Attack with Semantic Perturbation AAAI 2024
Vulnerabilities of Large Language Models to Adversarial Attacks ACL 2024
VoiceDefense: Protecting Automatic Speaker Verification Models Against Black-box Adversarial Attacks INTERSPEECH 2024
Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models CVPR 2024
Neural Codec-based Adversarial Sample Detection for Speaker Verification INTERSPEECH 2024
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP CVPR 2024
DAP: A Dynamic Adversarial Patch for Evading Person Detectors CVPR 2024
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers CVPR 2024
Detector Collapse: Backdooring Object Detection to Catastrophic Overload or Blindness in the Physical World IJCAI 2024
On the Robustness of Neural-Enhanced Video Streaming against Adversarial Attacks AAAI 2024
Transferable Structural Sparse Adversarial Attack Via Exact Group Sparsity Training CVPR 2024