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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance WACV 2025
When Visual State Space Model Meets Backdoor Attacks WACV 2025
Low-Frequency Black-Box Backdoor Attack via Evolutionary Algorithm WACV 2025
SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization WACV 2025
Ad^2mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation WACV 2025
Adversarial Attention Deficit: Fooling Deformable Vision Transformers with Collaborative Adversarial Patches WACV 2025
Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation NAACL 2025
PoolAtnRes: Towards Generalisable Differential Morphing Attack Detection WACV 2025
Hate in Plain Sight: On the Risks of Moderating AI-Generated Hateful Illusions ICCV 2025
Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against GNN-Based Fraud Detectors AAAI 2025
Boosting Adversarial Transferability via Residual Perturbation Attack ICCV 2025
Boosting Adversarial Transferability via Negative Hessian Trace Regularization ICCV 2025
Boosting Fine-Grained Visual Anomaly Detection with Coarse-Knowledge-Aware Adversarial Learning AAAI 2025
Does Knowing More Make You Easier to Trick? Adversarial Robustness of Multi-Target Regression AAAI 2025
SDD: Self-Degraded Defense against Malicious Fine-tuning ACL 2025
CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations ACL 2025
Rethinking Backdoor Detection Evaluation for Language Models EMNLP 2025
Reimagining Safety Alignment with An Image EMNLP 2025
How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study EMNLP 2025
Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique EMNLP 2025
Reducing the Content Bias for AI-Generated Image Detection WACV 2025
Class-Conditioned Transformation for Enhanced Robust Image Classification WACV 2025
Mitigating Hallucinations in Large Vision-Language Models by Self-Injecting Hallucinations EMNLP 2025
Pixel Is Not a Barrier: An Effective Evasion Attack for Pixel-Domain Diffusion Models AAAI 2025
SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning AAAI 2025