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Adversarial Learning

2063 directly classified papers

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Papers

Step Vulnerability Guided Mean Fluctuation Adversarial Attack against Conditional Diffusion Models AAAI 2024
Wide Two-Layer Networks can Learn from Adversarial Perturbations NIPS 2024
Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples AAAI 2024
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts NIPS 2024
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NIPS 2024
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models AAAI 2024
Data-Free Hard-Label Robustness Stealing Attack AAAI 2024
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness NIPS 2024
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective NIPS 2024
GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats NIPS 2024
Robust Image Denoising through Adversarial Frequency Mixup CVPR 2024
Breaking Semantic Artifacts for Generalized AI-generated Image Detection NIPS 2024
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections NIPS 2024
Improving the Adversarial Transferability of Vision Transformers with Virtual Dense Connection AAAI 2024
XGA-Osteo: Towards XAI-Enabled Knee Osteoarthritis Diagnosis with Adversarial Learning IJCAI 2024
Provable Robustness against a Union of L_0 Adversarial Attacks AAAI 2024
Once and for All: Universal Transferable Adversarial Perturbation against Deep Hashing-Based Facial Image Retrieval AAAI 2024
Few-Shot Adversarial Prompt Learning on Vision-Language Models NIPS 2024
Taxonomy Driven Fast Adversarial Training AAAI 2024
Boosting the Transferability of Adversarial Attack on Vision Transformer with Adaptive Token Tuning NIPS 2024
AGS: Affordable and Generalizable Substitute Training for Transferable Adversarial Attack AAAI 2024
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs ACL 2024
Emulated Disalignment: Safety Alignment for Large Language Models May Backfire! ACL 2024
Bias-Conflict Sample Synthesis and Adversarial Removal Debias Strategy for Temporal Sentence Grounding in Video AAAI 2024
Constrained Diffusion Models via Dual Training NIPS 2024