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Adversarial Learning

4854 directly classified papers

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Coupling the Generator with Teacher for Effective Data-Free Knowledge Distillation ICCV 2025
When Visual State Space Model Meets Backdoor Attacks WACV 2025
Low-Frequency Black-Box Backdoor Attack via Evolutionary Algorithm WACV 2025
GLEAM: Enhanced Transferable Adversarial Attacks for Vision-Language Pre-training Models via Global-Local Transformations ICCV 2025
Illusions of Relevance: Arbitrary Content Injection Attacks Deceive Retrievers, Rerankers, and LLM Judges IJCNLP 2025
DiffPAD: Denoising Diffusion-Based Adversarial Patch Decontamination WACV 2025
Zero-Shot Machine Unlearning with Proxy Adversarial Data Generation IJCAI 2025
Conditional GAN for Enhancing Diffusion Models in Efficient and Authentic Global Gesture Generation from Audios WACV 2025
Enhancing Coreference Resolution with LLM-driven Data Augmentation and Adversarial Filtering IJCNLP 2025
Gradient Masters at BLP-2025 Task 1: Advancing Low-Resource NLP for Bengali using Ensemble-Based Adversarial Training for Hate Speech Detection IJCNLP 2025
Physical Adversarial Camouflage Through Gradient Calibration and Regularization IJCAI 2025
SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization WACV 2025
Problem-dependent Regret for Lexicographic Multi-Armed Bandits with Adversarial Corruptions IJCAI 2025
Toward Improving Robustness and Accuracy in Unsupervised Domain Adaptation AAAI 2025
Randomised Optimism via Competitive Co-Evolution for Matrix Games with Bandit Feedback IJCAI 2025
A²RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion AAAI 2025
Learning Robust and Privacy-Preserving Representations via Information Theory AAAI 2025
Everywhere Attack: Attacking Locally and Globally to Boost Targeted Transferability AAAI 2025
CIARD: Cyclic Iterative Adversarial Robustness Distillation ICCV 2025
IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation CVPR 2025
Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation NAACL 2025
BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance ACL 2025
Who Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Audio-Language Models ACL 2025
AIM: Additional Image Guided Generation of Transferable Adversarial Attacks AAAI 2025
Human-in-the-Loop Generation of Adversarial Texts: A Case Study on Tibetan Script IJCNLP 2025